{"id":"W2969026301","doi":"10.1097/aog.0000000000003417","title":"Developing as an Academic Medical Educator in Obstetrics and Gynecology","year":2019,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Medical education; Promotion (chess); Academic medicine; Obstetrics; Pregnancy","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":[0.0136417,0.0004107195,0.0004053119,0.001252911,0.004935397,0.006583498,0.001220415,0.003542883,0.01126426],"category_scores_gemma":[0.02447878,0.0004143192,0.0005866575,0.0005507192,0.00369928,0.005206423,0.009266985,0.005803013,0.006536961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166068,"about_ca_system_score_gemma":0.01884306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033625,"about_ca_topic_score_gemma":0.003665576,"domain_scores_codex":[0.9913546,0.00474844,0.0003530402,0.0004244405,0.0017106,0.001408842],"domain_scores_gemma":[0.972752,0.002739158,0.002171266,0.0006641475,0.003966046,0.0177073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000569707,0.000933277,0.02476158,0.0007465667,0.00002307189,0.002045127,0.04875175,0.0003075395,0.003512838,0.03206727,0.2113963,0.6753977],"study_design_scores_gemma":[0.00004236702,0.0005663098,0.008714793,0.00202891,0.00002406672,0.0047125,0.02971722,0.0003705946,0.001651923,0.0125319,0.9395414,0.00009816828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08961457,0.02170715,0.05240965,0.6091594,0.01667004,0.0009989782,0.0001053305,0.001763673,0.2075713],"genre_scores_gemma":[0.4066378,0.03122818,0.2252007,0.1399086,0.004882776,0.001167763,0.0002499613,0.0006080907,0.1901162],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0136417,"threshold_uncertainty_score":0.07214504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241565824683099,"score_gpt":0.3424326883068223,"score_spread":0.3200170300599913,"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."}}