{"id":"W2520695760","doi":"10.1016/j.contraception.2016.07.053","title":"Resident training in abortion: summary of Ryan Programs in ob-gyn residency programs in the United States and Canada","year":2016,"lang":"en","type":"article","venue":"Contraception","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Graduate medical education; Abortion; Family medicine; Family planning; Accreditation; Program director; Residency training; Competence (human resources); Medical education; Program evaluation; Nursing; Population; Pregnancy; Psychology; Research methodology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252552,0.0001346674,0.0002879521,0.0002350261,0.00003427304,0.00001415908,0.00006732332,0.00009107053,0.00001659518],"category_scores_gemma":[0.0002719403,0.00008683032,0.00002428912,0.0004823809,0.0001073891,0.0001658467,0.00001013188,0.0002184499,8.284179e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002813735,"about_ca_system_score_gemma":0.0005843272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3705173,"about_ca_topic_score_gemma":0.8720242,"domain_scores_codex":[0.9981117,0.0002813207,0.000602841,0.0003262238,0.0003206596,0.0003572539],"domain_scores_gemma":[0.9992568,0.0001250595,0.0001637428,0.0002455142,0.0001298115,0.00007903286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006852796,0.0001453959,0.7294957,0.0001450615,0.00000704384,0.00007679844,0.006826671,0.000007112128,0.002836875,0.0003065839,0.0001271765,0.2593403],"study_design_scores_gemma":[0.002639496,0.000391042,0.9826515,0.001048345,0.00001342226,0.00002273494,0.01071937,0.00008508207,0.00009261433,0.0007729405,0.001457492,0.0001060075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869669,0.0007941017,0.00004333879,0.0104032,0.00008455091,0.001592853,0.000002775333,0.00001677474,0.00009548203],"genre_scores_gemma":[0.9980974,0.001089534,0.0000568467,0.0001869602,0.0001328771,0.0002196046,0.00007413636,0.00001176268,0.0001309385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5015069,"threshold_uncertainty_score":0.6336745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111585013801277,"score_gpt":0.2917956631497451,"score_spread":0.2406798130117323,"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."}}