{"id":"W2028895903","doi":"10.1080/01421590701302290","title":"Using an objective structured clinical examination (OSCE) to assess multiple physician competencies in postgraduate training","year":2007,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; University of Toronto","funders":"","keywords":"Objective structured clinical examination; Checklist; Medicine; Medical education; Empathy; Rating scale; Educational measurement; Family medicine; Psychology; Curriculum; Psychiatry","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":[0.005797165,0.0001883393,0.0004369799,0.0003645148,0.00009358113,0.00001864567,0.0001839739,0.0003398785,0.0002348664],"category_scores_gemma":[0.01039093,0.0001674817,0.00006594478,0.000941583,0.0002443045,0.0001569866,0.00004723095,0.001095827,0.00001540728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003850095,"about_ca_system_score_gemma":0.0004184015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001613287,"about_ca_topic_score_gemma":0.0003185222,"domain_scores_codex":[0.9968454,0.00032734,0.0008313291,0.0004458785,0.001085103,0.0004650085],"domain_scores_gemma":[0.9987472,0.0001701117,0.0001346359,0.0003085191,0.0002816379,0.0003579482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001371033,0.00149536,0.3016385,0.00003925689,0.00005136519,0.00009136294,0.01244484,0.00001393291,0.002841529,0.0004510741,0.0002458016,0.6805499],"study_design_scores_gemma":[0.002113798,0.0003265736,0.9337556,0.0002911838,0.00004427842,0.00003739423,0.0135359,0.0481554,0.0003808338,0.0002329739,0.0008731539,0.0002529575],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741836,0.00001278982,0.02192086,0.0009886348,0.0008193791,0.000482285,9.320418e-7,0.00008145047,0.001510102],"genre_scores_gemma":[0.9746664,0.000001497332,0.02085252,0.003003852,0.001233817,0.00001252299,0.00007183338,0.00003459505,0.0001230271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.680297,"threshold_uncertainty_score":0.997945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2244676481493524,"score_gpt":0.4681545562849292,"score_spread":0.2436869081355768,"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."}}