{"id":"W1603423056","doi":"10.1186/1472-6920-6-45","title":"On line clinical reasoning assessment with Script Concordance test in urology: results of a French pilot study","year":2006,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Bonferroni correction; Cronbach's alpha; Test (biology); Concordance; Medicine; Context (archaeology); Medical education; Reliability (semiconductor); Family medicine; Statistics; Clinical psychology; Psychometrics; Mathematics; Internal medicine","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":[0.002708923,0.0001573887,0.0005516855,0.000116086,0.00002773123,0.000008383051,0.0001287113,0.0001272234,0.0001065004],"category_scores_gemma":[0.2226977,0.0001146581,0.00004811743,0.0003585391,0.0002357167,0.00002679119,0.00002949572,0.0006129841,0.00001709158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008317541,"about_ca_system_score_gemma":0.004712432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002731591,"about_ca_topic_score_gemma":0.003087678,"domain_scores_codex":[0.9969665,0.0003063023,0.001203674,0.0004922228,0.0007923908,0.0002389503],"domain_scores_gemma":[0.9681628,0.03022681,0.0004086494,0.0005492644,0.0002613526,0.0003911496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001146455,0.03110188,0.9522364,0.00002523169,0.00001351616,0.00003082957,0.00005430344,0.00004157006,0.000004420157,0.0004626518,0.009019576,0.005863235],"study_design_scores_gemma":[0.009961246,0.02276688,0.9624063,0.00234774,0.00009142068,0.00002069786,0.0001742719,0.001702151,0.000006882603,0.0002515089,0.0001636068,0.0001073107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903619,0.0001214784,0.0006425885,0.002438304,0.0005383815,0.0006614214,0.000005619568,0.00003617834,0.005194101],"genre_scores_gemma":[0.9932879,0.00002868855,0.004048537,0.001327845,0.0005770202,0.00007218623,0.0001063466,0.00001655732,0.0005348965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2199888,"threshold_uncertainty_score":0.8359651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04963797892698821,"score_gpt":0.4267815211710212,"score_spread":0.377143542244033,"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."}}