{"id":"W2156640486","doi":"10.1136/bmjqs-2014-003277","title":"Development and testing of an objective structured clinical exam (OSCE) to assess socio-cultural dimensions of patient safety competency","year":2014,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Medical Council of Canada; Queen's University; York University","funders":"Canadian Patient Safety Institute","keywords":"Medicine; Patient safety; Objective structured clinical examination; Medical education; Competency assessment; Nursing; Health care","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.005724056,0.0002381323,0.0008150509,0.0000763859,0.0009384491,0.00000168141,0.000216067,0.0002816637,0.00005520641],"category_scores_gemma":[0.007468959,0.0001752607,0.00009214555,0.0002892368,0.0003107777,0.0001592736,0.0002866572,0.0005468532,0.00001547281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786096,"about_ca_system_score_gemma":0.001218934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000253455,"about_ca_topic_score_gemma":0.000343441,"domain_scores_codex":[0.9915832,0.003359315,0.003516624,0.0004959528,0.0006112162,0.0004337354],"domain_scores_gemma":[0.9926813,0.003895409,0.001632943,0.0005107365,0.0008196443,0.0004600212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00206046,0.001119126,0.6876343,0.001157785,0.0002552137,0.000001847272,0.1488664,0.0004019116,0.005048406,0.01926097,0.0004432048,0.1337503],"study_design_scores_gemma":[0.001526944,0.000322928,0.958624,0.0004782853,0.00003892757,0.000001129246,0.02572246,0.0001482335,0.0003831301,0.0004480064,0.01203118,0.0002747889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903699,0.00001306809,0.005100172,0.0009823226,0.0006586993,0.00153768,0.000112282,0.00006684565,0.001158988],"genre_scores_gemma":[0.9358693,0.00001093946,0.06287111,0.0008748238,0.0001046944,0.00005637617,0.0001469172,0.00001747848,0.00004834429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2709896,"threshold_uncertainty_score":0.8941581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2431077731175148,"score_gpt":0.5150974264945762,"score_spread":0.2719896533770614,"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."}}