{"id":"W2017109985","doi":"10.1080/01421590310001002836","title":"Validity and the OSCE","year":2003,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; The Wilson Centre","funders":"","keywords":"Licensure; Certification; Competence (human resources); Psychology; Medical education; Worry; Commission; Medicine; Political science; Social psychology; Law; Psychiatry; Anxiety","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3390211,0.0008753468,0.002043817,0.009127768,0.004970709,0.01188663,0.003956974,0.004697707,0.005416204],"category_scores_gemma":[0.6578968,0.0008838801,0.003085575,0.007835627,0.03437122,0.01473923,0.01587296,0.0115527,0.00182528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007700149,"about_ca_system_score_gemma":0.01433314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007373758,"about_ca_topic_score_gemma":0.004781537,"domain_scores_codex":[0.5432259,0.2954763,0.03666706,0.01852785,0.1009105,0.005192349],"domain_scores_gemma":[0.281653,0.5297641,0.04432161,0.05302111,0.08522382,0.006016338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006533439,0.000277882,0.171106,0.005486745,0.001007939,0.0002367618,0.03263963,0.0009787274,0.0004973021,0.389274,0.03891735,0.3589243],"study_design_scores_gemma":[0.0002513732,0.001267235,0.188235,0.02251325,0.0006329763,0.002088054,0.0296296,0.003521843,0.00303489,0.4285619,0.3196105,0.000653426],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1175271,0.07944222,0.1903824,0.2836068,0.02095532,0.003302148,0.003661812,0.0005273828,0.3005948],"genre_scores_gemma":[0.8568943,0.01242217,0.06541063,0.04449661,0.005577869,0.004008392,0.001845543,0.0006408987,0.008703547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3390211,"threshold_uncertainty_score":0.8151047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360122601292061,"score_gpt":0.3491872998123722,"score_spread":0.3155860737994516,"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."}}