{"id":"W2070415144","doi":"10.1097/acm.0b013e31827b2941","title":"Clinical Decision Making","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":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Assertion; Interpretation (philosophy); Reading (process); Dual (grammatical number); Process (computing); Computer science; Point (geometry); Psychology; Perspective (graphical); Inverse; Cognitive psychology; Epistemology; Calculus (dental); Artificial intelligence; Mathematics; Medicine; Philosophy","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":[0.01845361,0.00107604,0.001689195,0.002264288,0.003218361,0.008335629,0.00449929,0.02045283,0.04442953],"category_scores_gemma":[0.2032923,0.0008715587,0.001968232,0.002056262,0.007544598,0.009669185,0.006686556,0.03531951,0.02239015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005254839,"about_ca_system_score_gemma":0.01048002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003631465,"about_ca_topic_score_gemma":0.00515975,"domain_scores_codex":[0.9826375,0.00776213,0.00282557,0.001713726,0.003736775,0.001324352],"domain_scores_gemma":[0.8617201,0.08530518,0.006020613,0.006607981,0.02890149,0.01144468],"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":[0.00001623997,0.000007101797,0.000161937,0.00008969677,0.000009491506,0.0001333092,0.0001733641,0.00003886822,0.00001191298,0.004402158,0.9764112,0.01854489],"study_design_scores_gemma":[0.00003999796,0.00002108848,0.000292365,0.0009648025,0.00001399375,0.001054516,0.0005981654,0.0001577987,0.00006484216,0.02405334,0.9726901,0.00004892018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007947842,0.004405073,0.0003867174,0.9700641,0.02248655,0.00001243673,0.00006241951,0.00003788752,0.002465308],"genre_scores_gemma":[0.008907669,0.009759746,0.002061696,0.9137042,0.05666336,0.0001180339,0.0001607037,0.00009831205,0.008526166],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04442953,"threshold_uncertainty_score":0.1486316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08370502696823086,"score_gpt":0.4561918713080277,"score_spread":0.3724868443397969,"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."}}