{"id":"W2042707989","doi":"10.1007/s10459-014-9512-x","title":"A procedural skills OSCE: assessing technical and non-technical skills of internal medicine residents","year":2014,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Illinois at Chicago; University of Ottawa","keywords":"Medical education; Objective structured clinical examination; Educational measurement; Medicine; MEDLINE; Psychology; Curriculum; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003059811,0.0001358751,0.0003690391,0.0005520441,0.0001622864,0.0000188368,0.0002222575,0.00009716382,0.00002929402],"category_scores_gemma":[0.005353983,0.0001079537,0.00002042851,0.00143136,0.001113785,0.000595928,0.00004884577,0.0003543697,0.000002329975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828253,"about_ca_system_score_gemma":0.00122566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002746994,"about_ca_topic_score_gemma":0.00006813605,"domain_scores_codex":[0.9975274,0.00009091054,0.0009810694,0.0004277386,0.0006500127,0.0003229359],"domain_scores_gemma":[0.9986151,0.0002799097,0.0004986341,0.0002452512,0.0002459661,0.0001151093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003340297,0.00140832,0.5111242,0.001860356,0.000003114769,5.300325e-7,0.001298341,0.00002460607,0.002210348,0.006151047,0.004795511,0.4710903],"study_design_scores_gemma":[0.0007358844,0.0009384498,0.9792096,0.005939367,0.00001204557,0.0001479554,0.001199135,0.000833568,0.0003412999,0.006634725,0.003856934,0.0001510042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606007,0.002013789,0.006276064,0.02170254,0.001839902,0.0009403141,5.783756e-7,0.00005155558,0.006574535],"genre_scores_gemma":[0.9452733,0.0007183162,0.0485829,0.004903158,0.0003435454,0.00007039361,0.00001006467,0.000009240367,0.00008908623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4709392,"threshold_uncertainty_score":0.6409605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00999429770080445,"score_gpt":0.4374490001541413,"score_spread":0.4274547024533369,"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."}}