Table S1. Complete list of topics identified through application ... - PLOS

Table S1. Complete list of topics identified through application of latent Dirichlet allocation to the text corpus filtered for Cognitive Atlas terms. The top 5 words shown for each topic are those which had the highest loading for that topic across documents. The number of documents that loaded on each topic is also listed. Topic 46 74 19 14 88 43 86 6 20 93 90 120 31 102 47 89 61 105 11 116 8 129 128 107 92 106 3 111 29 118 68 70 4 62 44 64 13 100 124 39 82 112 21 33 41 9 101 69 109 15 94 30 52 73 58 87 7 83 51 79 113 60 78 36 77 76 97 53 122 63 65 18 55 37 24 125 85 67

Ndocs 948 769 615 614 608 566 519 510 497 495 494 483 481 476 446 444 442 437 432 430 419 418 409 401 394 391 389 386 382 379 377 377 374 367 356 354 349 344 341 340 336 335 334 327 327 321 318 317 312 303 294 293 290 289 289 289 286 286 283 282 282 279 274 274 274 272 271 268 267 264 264 262 262 261 260 256 256 255

Terms search,visual_search,attention,conjunction_search,focus auditory,perception,hearing,attention,listening fixation,attention,movement,focus,goal association,context,learning,attention,memory focus,attention,association,context,knowledge attention,focus,visual_attention,fixation,attentional_resources decision,decision_making,choice,fixation,uncertainty knowledge,semantic_knowledge,association,context,focus action,movement,goal,context,perception emotion,valence,arousal,attention,focus inhibition,response_inhibition,attention,motor_inhibition,fixation judgment,fixation,movement,decision,knowledge perception,attention,visual_perception,focus,integration action,goal,knowledge,encoding,reading imagery,mental_imagery,visual_imagery,perception,auditory_imagery action,movement,perception,integration,manipulation memory,working_memory,maintenance,visual_working_memory,spatial_working_memory emotion,sadness,context,happiness,attention attention,sustained_attention,executive_control,memory,monitoring action,action_selection,monitoring,focus,context cognitive_control,monitoring,attention,performance_monitoring,goal cognition,social_cognition,communication,theory_of_mind,context movement,focus,attention,fixation,goal language,language_processing,language_acquisition,language_production,learning attention,spatial_attention,fixation,movement,selective_attention movement,coordination,motor_control,feedback,planning memory,episodic_memory,recall,learning,verbal_memory memory,working_memory,attention,spatial_working_memory,cognitive_load learning,error_signal,rule,goal,association_learning integration,multisensory,crossmodal,unisensory,multisensory_integration movement,feedback,search,attention,lying memory,working_memory,efficiency,cognition,association cognition,recognition,memory,social_cognition,object_recognition reading,language,recognition,focus,fixation risk,decision,utility,decision_making,monitoring retrieval,memory,memory_retrieval,episodic_memory,encoding language,comprehension,language_processing,meaning,semantic_processing choice,decision,utility,reward,decision_making feedback,learning,reward,focus,monitoring valence,arousal,fixation,context,salience meaning,subordinate,context,semantic_processing,language context,social_context,integration,encoding,learning interference,interference_resolution,cognitive_control,attention,proactive_interference memory,retrieval,autobiographical_memory,memory_retrieval,episodic_memory rule,rule_learning,context,learning,goal executive_function,attention,memory,working_memory,inhibition recognition,memory,retrieval,pattern_recognition,focus concept,conceptualization,knowledge,meaning,indignation manipulation,maintenance,object_manipulation,movement,focus reward,anticipation,feedback,learning,movement reward,decision,association,learning,choice logic,task_set,task_switching,goal,fixation retrieval,memory,memory_retrieval,retrieval_cue,encoding arousal,attention,focus,excitement,context emotion,facial_expression,recognition,emotion_recognition,fear semantic_processing,semantic_information,retrieval,knowledge,meaning encoding,memory,episodic_memory,retrieval,strategy effort,cognitive_effort,attentional_effort,effortful_processing,efficiency learning,sequence_learning,motor_learning,category_learning,motor_sequence_learning familiarity,recognition,memory,context,encoding encoding,memory,retrieval,recognition,focus auditory,speech_production,perception,speech_perception,language movement,motor_control,motor_execution,association,motor_program memory,explicit_memory,declarative_memory,encoding,implicit_memory mood,induction,emotion,sadness,happiness planning,motor_planning,movement_planning,motor_execution,goal awareness,consciousness,insight,attention,association goal,context,goal_state,manipulation,knowledge attention,selective_attention,divided_attention,attention_shift,inattention monitoring,coordination,misattribution,context,effort recall,humor,memory,retrieval,association lying,deception,knowledge,executive_control,focus recognition,object_recognition,word_recognition,object_identification,chunk recognition,face_recognition,fixation,familiarity,attention strategy,mental_arithmetic,focus,chunking,knowledge skill,learning,procedural_learning,skill_learning,skill_acquisition inference,knowledge,context,search,integration maintenance,distraction,memory,working_memory,active_maintenance

34 28 49 98 0 26 2 59 50 32 42 12 45 17 10 38 96 117 127 66 72 99 119 40 115 5 91 84 23 110 104 75 126 103 80 123 22 16 54 1 81 25 108 114 57 71 56 27 121 95 35 48

254 254 251 248 247 243 241 240 235 231 229 225 207 205 205 204 196 196 191 185 182 181 179 178 171 169 169 167 165 161 157 156 153 149 149 142 142 138 137 136 128 127 127 124 120 115 114 89 68 51 44 41

perception,face_perception,fixation,apparent_motion,color_perception salience,response_selection,manipulation,goal,choice fear,emotion,attention,perception,context stress,association,feedback,risk,mental_arithmetic priming,decision,fixation,judgment,implicit_memory comprehension,language,sentence_comprehension,language_comprehension,irony adaptation,fixation,attention,priming,context intelligence,morphology,fluid_intelligence,association,memory listening,auditory,melody,perception,hearing naming,retrieval,paraphasia,lexical_retrieval,phonemic_paraphasia focus,cueing,cue_validity,attention,spatial_cueing pain,perception,attention,inhibition,association intention,prospective_memory,introspection,attention,intentionality verbal_fluency,word_generation,articulation,language,word_repetition rehearsal,memory,updating,working_memory,maintenance categorization,prototype,fixation,category_learning,memory context,context_memory,framing,focus,rule anticipation,feedback,association,reward,context memory,encoding,forgetting,emotional_memory,recognition language,syntactic_processing,comprehension,syntax,sentence_processing reading,language,skill,orthography,fixation facial_expression,emotional_expression,perception,fixation,fear competition,context,conflict_detection,manipulation,interference fear,generalization,learning,association,awareness rhythm,action,learning,encoding,imagery word_frequency,decision,lexicon,reading,language navigation,egocentric,movement,cognitive_map,memory gaze,attention,perception,movement,context pain,search,perception,distraction,cognitive_load reasoning,deductive_reasoning,memory,knowledge,working_memory feedback,auditory_feedback,auditory,movement,monitoring retention,consolidation,memory,memory_consolidation,movement automaticity,routine,learning,attention,interference prosody,mental_rotation,intonation,perception,attention expertise,attitude,prejudice,familiarity,stereotypes stress,induction,memory,arousal,context uncertainty,conversation,decision,monitoring,arousal pain,perception,movement,manipulation,context desire,habit,reward,association,decision belief,theory_of_mind,reasoning,intention,fixation hearing,auditory,perception,speech_processing,communication memory,source_memory,encoding,recognition,decision empathy,pain,theory_of_mind,awareness,facial_expression acuity,grapheme,constancy,excitation,perception semantic_memory,imageability,memory,knowledge,semantic_category narrative,discourse,comprehension,memory,discourse_processing expectancy,attention,arousal,focus,anticipation analogy,reasoning,analogical_reasoning,integration,creative_thinking regret,surprise,reasoning,arousal,learning attachment,emotion,grief,association,sadness hallucination,auditory,audition,language,association metaphor,meaning,comprehension,irony,language