{"id":"W2113797612","doi":"10.1111/j.1365-2923.2003.01717.x","title":"OSCE! Variations on a theme by Harden","year":2003,"lang":"en","type":"letter","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Objective structured clinical examination; Competence (human resources); Affect (linguistics); Medical education; Psychology; Clinical Practice; Health professionals; Medicine; Nursing; Social psychology; Health care; Political 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","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0007920801,0.0004228975,0.0005353644,0.0004936814,0.0001899385,0.00005521053,0.0003609199,0.001982433,0.0130941],"category_scores_gemma":[0.01077715,0.0003744799,0.0001586347,0.000813655,0.0002189035,0.00007179714,0.00002809234,0.004146863,0.001415222],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007847975,"about_ca_system_score_gemma":0.00660028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007624969,"about_ca_topic_score_gemma":0.000001439654,"domain_scores_codex":[0.9953479,0.0002041456,0.0008093485,0.0007140435,0.002403165,0.0005213771],"domain_scores_gemma":[0.9978085,0.0001730649,0.0003282073,0.0009903394,0.0005491088,0.0001508269],"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":[0.000009493771,0.001010145,0.00006215124,0.0002150697,0.0000737004,0.0000132212,0.0001447027,4.52592e-8,0.000007548133,0.0004011606,0.9573075,0.04075528],"study_design_scores_gemma":[0.0005358104,0.0001575585,0.0001634782,0.0006272625,0.000191447,0.0001070444,0.00007716034,0.00008342398,0.00003107434,0.0004595342,0.9972517,0.0003145213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004499245,0.0002551528,0.0009635027,0.9579324,0.006331497,0.0008561524,0.00002152789,0.0001430296,0.03304689],"genre_scores_gemma":[0.000290312,0.00009883415,0.001842153,0.9284195,0.008165924,0.0005775067,0.007548262,0.0001069955,0.05295049],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04044076,"threshold_uncertainty_score":0.9998707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087863474891288,"score_gpt":0.3285027924314212,"score_spread":0.3176241576825083,"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."}}