{"id":"W1982715708","doi":"10.1080/10401334.2014.883991","title":"Journal Watch From ACE (Alliance for Clinical Education): Annual Review of Medical Education Articles in Obstetrics and Gynecology, 2012","year":2014,"lang":"en","type":"review","venue":"Teaching and Learning in Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Obstetrics and gynaecology; Alliance; Medicine; Obstetrics; Medical education; Family medicine; Continuing medical education; Gynecology; Continuing education; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02551308,0.000225292,0.002382653,0.0002073249,0.0003925728,0.000004150759,0.0002687725,0.0006575718,0.000186585],"category_scores_gemma":[0.141391,0.0001640218,0.00009254277,0.0002050628,0.0001516136,0.00009693958,0.0001045129,0.00711544,0.0000058835],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003317121,"about_ca_system_score_gemma":0.006904616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006663885,"about_ca_topic_score_gemma":0.0001705324,"domain_scores_codex":[0.9894301,0.007051977,0.002450376,0.0003477435,0.0003578879,0.0003618611],"domain_scores_gemma":[0.955057,0.04289051,0.001346125,0.0002176067,0.000169172,0.0003195903],"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":[0.000005121042,0.00007592009,0.007134995,0.05532316,0.00001383299,0.000001147039,0.00176506,2.161381e-8,4.503289e-9,0.0001141958,0.08616564,0.8494009],"study_design_scores_gemma":[0.0006008995,0.0001320853,0.002189504,0.1777591,0.0001728443,0.0000102805,0.001361538,0.000006428666,3.970976e-10,0.0001425099,0.8175181,0.000106746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004812377,0.9530818,0.00006799687,0.04251244,0.00248912,0.001068611,0.000004421744,0.00001579398,0.0002785683],"genre_scores_gemma":[0.00002349109,0.982981,0.001272658,0.01278299,0.00142052,0.0001690774,0.000111836,0.00002743652,0.001211006],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8492942,"threshold_uncertainty_score":0.9987253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384545216715347,"score_gpt":0.5757767153186814,"score_spread":0.4373221936471466,"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."}}