{"id":"W2320565199","doi":"10.1097/acm.0b013e31828a3d7f","title":"Clinical Decision Making, Fast and Slow","year":2013,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Premise; Fallacy; Variable (mathematics); Statement (logic); Interpretation (philosophy); Cognitive psychology; Anticipation (artificial intelligence); Computer science; Categorical variable; Categorization; Epistemology; Psychology; Confirmation bias; Social psychology; Artificial intelligence; Machine learning; Philosophy; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01261397,0.001661489,0.002750337,0.001717902,0.002462924,0.008874483,0.00589523,0.01777826,0.007874784],"category_scores_gemma":[0.1286806,0.0009972625,0.00140733,0.002072796,0.0058097,0.009664373,0.002324875,0.0336026,0.002943424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00505708,"about_ca_system_score_gemma":0.008378124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003236972,"about_ca_topic_score_gemma":0.004981121,"domain_scores_codex":[0.9855034,0.00694752,0.001884682,0.001781905,0.002989392,0.0008930594],"domain_scores_gemma":[0.9008232,0.06919987,0.005153998,0.001452812,0.01764861,0.005721503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004440332,0.00001200225,0.0001601837,0.000479022,0.00003177911,0.0002827977,0.0001096834,0.00006010377,0.0000196282,0.002041837,0.9859449,0.01081359],"study_design_scores_gemma":[0.0001585513,0.00007169074,0.001130002,0.003947319,0.0001051587,0.002548216,0.0006144572,0.0006345163,0.0001599137,0.01741104,0.9731056,0.0001134772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001476116,0.02085306,0.0002600452,0.741967,0.2360484,0.00001080367,0.0000516599,0.0000277993,0.0006335781],"genre_scores_gemma":[0.004067616,0.01735495,0.0004058191,0.3882105,0.5882528,0.00003838331,0.00003513683,0.00003661996,0.001598223],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01777826,"threshold_uncertainty_score":0.06670982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05540603904306129,"score_gpt":0.4232631908556358,"score_spread":0.3678571518125745,"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."}}