{"id":"W4244061662","doi":"10.1080/01421590306811","title":"Validity and the OSCE","year":2003,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; The Wilson Centre","funders":"","keywords":"Objective structured clinical examination; Psychology; Medicine; Medical education; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002895017,0.00004092645,0.00007821018,0.00000577674,0.0002512406,0.0000312363,0.0001342136,0.0001012117,0.001584688],"category_scores_gemma":[0.003310823,0.00002475686,0.00003061444,0.0000744263,0.0008128326,0.00003372315,0.00001997153,0.0002000494,0.00003910471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002556258,"about_ca_system_score_gemma":0.0001088116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231075,"about_ca_topic_score_gemma":0.001496336,"domain_scores_codex":[0.9985548,0.0006602566,0.0000717094,0.00008852613,0.0004554972,0.0001692522],"domain_scores_gemma":[0.9996383,0.00009755261,0.00001524926,0.00008070163,0.0000148396,0.0001534143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008469898,0.00005751709,0.02124568,0.000003273848,0.000007545346,0.000008640501,0.0158711,1.57787e-7,2.986214e-7,0.9381333,0.02204038,0.002623605],"study_design_scores_gemma":[0.000549106,0.000006541851,0.0006176499,0.000004891457,0.000009765269,0.000001985555,0.003290051,0.0004707906,3.027141e-7,0.03147413,0.9635113,0.00006349579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5224637,0.0002398093,0.0001822276,0.01445224,0.0001952562,0.00009582999,2.762814e-7,0.00003669041,0.462334],"genre_scores_gemma":[0.9917477,0.0002364429,0.00002427348,0.0009818194,0.0001246641,0.00000323169,3.804874e-7,0.000002447672,0.006879057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9414709,"threshold_uncertainty_score":0.999328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02593105756671666,"score_gpt":0.3183210980728698,"score_spread":0.2923900405061532,"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."}}