{"id":"W1973816053","doi":"10.1007/s11251-013-9290-5","title":"Do expert clinical teachers have a shared understanding of what constitutes a competent reasoning performance in case-based teaching?","year":2013,"lang":"en","type":"article","venue":"Instructional Science","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Alberta Advanced Education; University of Alberta","funders":"","keywords":"Educational psychology; Set (abstract data type); Process (computing); Key (lock); Psychology; Mathematics education; Logical reasoning; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001519084,0.0001302652,0.000320819,0.000208028,0.0002278356,0.0001267688,0.0001592203,0.00008908711,0.0001375243],"category_scores_gemma":[0.01430841,0.0001065624,0.00009951922,0.0003244555,0.001838393,0.0006718028,0.00005991021,0.000427863,0.00001176083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003390975,"about_ca_system_score_gemma":0.0007113036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005532955,"about_ca_topic_score_gemma":0.00002985721,"domain_scores_codex":[0.9979985,0.00006432889,0.0005993117,0.0004288428,0.000595016,0.000314036],"domain_scores_gemma":[0.9964164,0.002766981,0.0001761627,0.000241368,0.0001174782,0.0002815498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000649238,0.0002750961,0.9511295,0.00001351896,0.00001407991,0.0001108105,0.0005033736,0.0001834644,0.0003682502,0.003241129,0.0001592893,0.04393655],"study_design_scores_gemma":[0.004988174,0.0007113204,0.9109801,0.00993045,0.0000360437,0.0029409,0.01164489,0.05705711,0.0004047948,0.0005244044,0.0003929083,0.0003888962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958323,0.0001320395,0.0004325403,0.0008880449,0.0005493602,0.0002644773,0.000002477611,0.00003103499,0.001867686],"genre_scores_gemma":[0.980207,0.00005541075,0.01923474,0.0003480018,0.0001038498,0.00002222931,0.00000474688,0.000006769343,0.00001719767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05687364,"threshold_uncertainty_score":0.9939945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07755019330662685,"score_gpt":0.3782165528307532,"score_spread":0.3006663595241263,"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."}}