{"id":"W2095988726","doi":"10.1016/s1701-2163(16)34353-5","title":"Evaluation of Residents’ Documentation Skills After a Simulated Operative Vaginal Delivery","year":2009,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Documentation; MEDLINE; Medical physics; Obstetrics; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001423616,0.000285217,0.0003378308,0.0004460215,0.0004293068,0.000305454,0.0004018971,0.0005478358,0.002824979],"category_scores_gemma":[0.01097321,0.0002320131,0.0003364528,0.0001958989,0.0003139216,0.0002066145,0.000676485,0.0005436567,0.0004775629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092458,"about_ca_system_score_gemma":0.001079948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002795259,"about_ca_topic_score_gemma":0.005197942,"domain_scores_codex":[0.999339,0.000233069,0.00006493643,0.00005033327,0.0001918442,0.0001208276],"domain_scores_gemma":[0.9944899,0.001959232,0.0006069409,0.0002638682,0.001297422,0.001382551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03132834,0.03240545,0.5608824,0.0007297464,0.0002947166,0.004936136,0.02624902,0.006978813,0.06807644,0.0003208921,0.003621539,0.2641765],"study_design_scores_gemma":[0.0005397242,0.08036387,0.8689556,0.0001948213,0.0001706931,0.003733567,0.007407092,0.01050599,0.02364784,0.0001412509,0.004185656,0.0001537913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999252,0.00002292196,0.0001638348,0.00002319826,0.000007767281,0.00003243501,0.00002068809,0.000007385647,0.0004698179],"genre_scores_gemma":[0.9982564,0.00005717205,0.0006241619,0.0000165547,0.000006516783,0.00002932084,0.0000597023,0.000002474275,0.0009475668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002824979,"threshold_uncertainty_score":0.009450555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871087663000979,"score_gpt":0.3378975791531395,"score_spread":0.3191867025231297,"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."}}