{"id":"W2981640527","doi":"10.1097/01.aog.0000585700.01944.a5","title":"PAG as a Mandatory ObGyn Training Experience in Canada: A Needs Assessment Study","year":2019,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Phone; Obstetrics and gynaecology; Program director; Medical education; Residency training; Family medicine; Continuing education; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002844949,0.0002083812,0.000260149,0.001886626,0.00610154,0.001724344,0.001102972,0.0005772355,0.001411425],"category_scores_gemma":[0.008002142,0.0004471483,0.0003044263,0.00289069,0.001564287,0.001032739,0.002300014,0.00105896,0.0001023416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05005795,"about_ca_system_score_gemma":0.1113289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9421884,"about_ca_topic_score_gemma":0.9758671,"domain_scores_codex":[0.99685,0.0004004284,0.0001605452,0.0001517875,0.001144454,0.001292775],"domain_scores_gemma":[0.989394,0.0008690232,0.001300955,0.0001120957,0.004101336,0.004222569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001357829,0.0006223209,0.8270133,0.0004092533,0.00001979236,0.0006128276,0.1331504,0.0001536812,0.0005521153,0.0006019245,0.002841648,0.03388697],"study_design_scores_gemma":[0.00001290227,0.0002812822,0.7615266,0.0001757266,0.000009516208,0.0001357047,0.2325836,0.0003061109,0.000156975,0.0000483675,0.004736696,0.00002641202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973122,0.0001099517,0.00003520366,0.0006181709,0.000005809826,0.0001567897,0.0002004923,0.0000027679,0.001558802],"genre_scores_gemma":[0.9979926,0.0003554786,0.0003572938,0.000247369,0.000005692827,0.0001540887,0.0002202568,0.000002563833,0.0006645622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05781156,"threshold_uncertainty_score":0.3631975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972612799868015,"score_gpt":0.2695500008813769,"score_spread":0.2398238728826967,"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."}}