{"id":"W2807491620","doi":"10.1016/j.jogc.2018.03.113","title":"Simulation Success Story: Changes in OB/GYN Undergraduate Medical Education","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Medical education; Curriculum; Obstetrics and gynaecology; Bridge (graph theory); Clinical clerkship; Medical simulation; Obstetrics; Pregnancy; Surgery; Pedagogy","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":[0.008087569,0.0002827891,0.0002817387,0.0007986252,0.006623869,0.006921636,0.001717582,0.006075175,0.011265],"category_scores_gemma":[0.049088,0.0003057136,0.0004765215,0.0009632563,0.002837101,0.003443838,0.004730291,0.009922449,0.001385384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040708,"about_ca_system_score_gemma":0.01955508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08205337,"about_ca_topic_score_gemma":0.1526687,"domain_scores_codex":[0.9932127,0.002327652,0.0002353679,0.0002998873,0.002465462,0.001458882],"domain_scores_gemma":[0.9590457,0.007794016,0.002115681,0.0007259668,0.008192983,0.02212562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004042074,0.001267964,0.03931769,0.0002368008,0.00006677387,0.001398525,0.04492918,0.0007930451,0.000553242,0.0218438,0.8003839,0.08880484],"study_design_scores_gemma":[0.0001985493,0.0006914778,0.09045317,0.0007940457,0.00005762128,0.0007816643,0.1663287,0.001894769,0.001188814,0.007831309,0.7296063,0.0001736114],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08545995,0.0007836017,0.0003247315,0.8869128,0.005850102,0.00003417175,0.0003541962,0.00009229119,0.02018816],"genre_scores_gemma":[0.8966727,0.001597748,0.0007218877,0.07895529,0.002545687,0.00006926094,0.0004395364,0.0001397565,0.01885821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08205337,"threshold_uncertainty_score":0.1631515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153020979494115,"score_gpt":0.3270864251203767,"score_spread":0.3055562153254355,"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."}}