{"id":"W2312231869","doi":"10.1097/01.aog.0000113616.49207.dd","title":"Factors Influencing Participation in Obstetrics by Obstetrician–Gynecologists","year":2004,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Institute for Clinical Evaluative Sciences; Sault Area Hospital; University of Toronto","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Confidence interval; Obstetrics; Odds ratio; Logistic regression; Odds; Family medicine; Demography; Pregnancy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001674045,0.0002532637,0.0005582937,0.0006604695,0.0001246645,0.00003498404,0.0001078366,0.0003664253,0.00006668344],"category_scores_gemma":[0.04606785,0.0002107382,0.00008559564,0.001725263,0.0001031422,0.0001418323,0.00009733961,0.0003738655,0.00002341069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006436427,"about_ca_system_score_gemma":0.0001950235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008760692,"about_ca_topic_score_gemma":0.00004290942,"domain_scores_codex":[0.9981502,0.00004553104,0.0005444838,0.000433691,0.0002441114,0.0005819767],"domain_scores_gemma":[0.9921643,0.006938966,0.0001512208,0.0002644495,0.0001142907,0.0003668433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007816161,0.0005589965,0.9537765,0.00006263246,0.00002891771,0.0002077679,0.0007775475,0.00007340784,0.0004921216,0.001155213,0.0001374258,0.04272166],"study_design_scores_gemma":[0.003250184,0.0008197152,0.9754024,0.00003301369,0.0000545242,0.00000613354,0.00072246,0.0000666838,0.001026275,0.0006177393,0.01770302,0.0002978574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920855,0.004571601,0.00004948502,0.0005570611,0.001141829,0.000397537,0.00001061998,0.00006363801,0.001122718],"genre_scores_gemma":[0.9977586,0.0006743465,0.0003091258,0.0007246202,0.00001479915,0.00002378807,0.00003843828,0.00002572007,0.0004305284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04590045,"threshold_uncertainty_score":0.9619675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272307682217529,"score_gpt":0.2995383285302223,"score_spread":0.2723075603084694,"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."}}