{"id":"W2884971300","doi":"10.7759/cureus.3051","title":"Obstetrics and Gynecology Modified Delphi Survey for Entrustable Professional Activities: Quantification of Importance, Benchmark Levels, and Roles in Simulation-based Training and Assessment","year":2018,"lang":"en","type":"article","venue":"Cureus","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Obstetrics and gynaecology; Delphi method; Medical education; Benchmark (surveying); Medicine; Set (abstract data type); Psychology; Gynecology; Computer science; Biology; Pregnancy; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03436688,0.0005571752,0.0005736133,0.003039546,0.001253165,0.0009676564,0.0008014903,0.0007293553,0.004746349],"category_scores_gemma":[0.03530069,0.0004751307,0.001125545,0.002083578,0.001108926,0.001108429,0.004012835,0.0008989045,0.0009384119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003367165,"about_ca_system_score_gemma":0.004859448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003025397,"about_ca_topic_score_gemma":0.003983519,"domain_scores_codex":[0.9782081,0.01315022,0.003338195,0.0007977225,0.002898976,0.001606803],"domain_scores_gemma":[0.981128,0.008053826,0.00199052,0.0008469857,0.007286882,0.0006936865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001654837,0.001516329,0.4758871,0.007169655,0.0003612034,0.0009859502,0.1291485,0.006466806,0.01350459,0.00865209,0.0377302,0.3169228],"study_design_scores_gemma":[0.0004042322,0.002736799,0.7110738,0.002829361,0.0001715773,0.001341367,0.1697598,0.01911287,0.008148164,0.007133501,0.07691681,0.0003717057],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362898,0.0003448346,0.02067668,0.001780121,0.0001039856,0.02213878,0.003424717,0.00009445703,0.01514661],"genre_scores_gemma":[0.8686801,0.0007736577,0.06102825,0.001122549,0.00004692142,0.06377628,0.002214336,0.0000453247,0.00231272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03436688,"threshold_uncertainty_score":0.1817517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598788737739449,"score_gpt":0.4320309874867345,"score_spread":0.2721521137127896,"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."}}