{"id":"W2028063503","doi":"10.1016/j.accpm.2015.01.003","title":"Assessing clinical reasoning in anesthesiology: Making the case for the Script Concordance Test","year":2015,"lang":"en","type":"letter","venue":"Anaesthesia Critical Care & Pain Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Concordance; Liver transplantation; Anesthesiology; Observational study; Transplantation; Prospective cohort study; Internal medicine; Emergency medicine; Anesthesia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01290533,0.0004356769,0.001330487,0.001429742,0.003180081,0.004114749,0.00244348,0.02937804,0.003155147],"category_scores_gemma":[0.1327122,0.0006331164,0.0008946531,0.0007689126,0.003867695,0.007216772,0.002641443,0.0297966,0.002137539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004183189,"about_ca_system_score_gemma":0.005987049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005040557,"about_ca_topic_score_gemma":0.01142388,"domain_scores_codex":[0.9869097,0.005942459,0.002910479,0.0008399549,0.002704197,0.0006932825],"domain_scores_gemma":[0.8828408,0.08979367,0.005171775,0.002335445,0.01378332,0.006074991],"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":[0.0003645039,0.0004705977,0.05793445,0.0003574762,0.0001090045,0.08165427,0.00378479,0.0007432887,0.001736291,0.02027823,0.6853792,0.147188],"study_design_scores_gemma":[0.0006970608,0.000965322,0.03714877,0.005742696,0.0002862765,0.2471858,0.01147575,0.02181002,0.002634343,0.2076516,0.4637884,0.0006139344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004348192,0.001194161,0.001335411,0.9857943,0.003227572,0.00002856983,0.00002636601,0.0000344039,0.004010981],"genre_scores_gemma":[0.1565312,0.003616829,0.01877507,0.7823685,0.03354934,0.0001882582,0.00009915156,0.00008461065,0.004787127],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02937804,"threshold_uncertainty_score":0.06825072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061545927524844,"score_gpt":0.445426783225097,"score_spread":0.3392721904726127,"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."}}