{"id":"W2555063473","doi":"10.36834/cmej.36777","title":"Systems 1 and 2 thinking processes and cognitive reflection testing in medical students","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intuition; Cognition; Metacognition; Psychology; Test (biology); Mathematics education; Clinical Practice; Cognitive psychology; Computer science; Medicine; Cognitive science; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002052844,0.0003550161,0.0002831163,0.001199427,0.0002794866,0.001104508,0.0003842058,0.0006993962,0.001478167],"category_scores_gemma":[0.01587351,0.0002467419,0.0003034932,0.000488022,0.0006682198,0.0007787722,0.001001583,0.0009464019,0.0003733839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003768205,"about_ca_system_score_gemma":0.0006586296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006968477,"about_ca_topic_score_gemma":0.0006306565,"domain_scores_codex":[0.9984304,0.0005708936,0.0001456311,0.0001593483,0.0003888444,0.0003047662],"domain_scores_gemma":[0.9913464,0.002906082,0.003311062,0.0002960375,0.0008370218,0.001303245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003673942,0.0009420043,0.9717516,0.00005785331,0.00002534796,0.0002546145,0.004991005,0.0002015769,0.002315884,0.00006015838,0.0001199484,0.01891259],"study_design_scores_gemma":[0.00002834011,0.003851586,0.9862078,0.00004740557,0.00002034933,0.001140846,0.003894195,0.0009944034,0.003071705,0.0002227329,0.0004964576,0.00002405607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997005,0.00003907333,0.00006147438,0.00002199504,0.000001511538,0.000005351947,0.000004671293,0.00000219496,0.000163188],"genre_scores_gemma":[0.9996943,0.00002670712,0.0001200326,0.00001857141,0.000002201563,0.00000949487,0.00001178626,0.000001118952,0.0001158451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002052844,"threshold_uncertainty_score":0.01085663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107693476374144,"score_gpt":0.3970032903146228,"score_spread":0.3659263555508813,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}