{"id":"W4239374855","doi":"10.1097/01.aog.0000316982.52173.71","title":"Peripartum Hysterectomy: 1999 to 2006","year":2008,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Hysterectomy; Gynecology; Obstetrics; Family medicine; General surgery; Surgery","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":[0.0004795984,0.0002471603,0.0002687756,0.002370689,0.000348046,0.0007012503,0.00050818,0.0004682961,0.007508112],"category_scores_gemma":[0.003357207,0.0002570601,0.0003181524,0.003588418,0.0002121435,0.0006647573,0.0005596523,0.0009269539,0.002085744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663197,"about_ca_system_score_gemma":0.001140199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02971662,"about_ca_topic_score_gemma":0.08168289,"domain_scores_codex":[0.9994124,0.00006331373,0.0001209858,0.00009910447,0.0001795377,0.0001246641],"domain_scores_gemma":[0.9980812,0.0002399195,0.0008089944,0.00007875482,0.0005266959,0.0002644461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001910652,0.0002674748,0.7551098,0.001025147,0.0003529355,0.001225254,0.000406141,0.000813716,0.0006569513,0.0005457652,0.1254542,0.112232],"study_design_scores_gemma":[0.0000727389,0.0000988536,0.9416285,0.0004449305,0.0000948108,0.002056985,0.0003067686,0.0002349463,0.0002123411,0.00008800333,0.05474523,0.00001596497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6080127,0.06479099,0.001390768,0.007195245,0.001883254,0.0002617711,0.237405,0.0004175302,0.07864279],"genre_scores_gemma":[0.8391814,0.0363813,0.001104071,0.002210809,0.001416655,0.0001652971,0.1012802,0.0001311236,0.01812918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02971662,"threshold_uncertainty_score":0.05908728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917424533161334,"score_gpt":0.2779572897937843,"score_spread":0.2487830444621709,"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."}}