{"id":"W2194706639","doi":"10.1097/aog.0000000000001186","title":"Adhesion Barrier Use After Myomectomy and Hysterectomy","year":2015,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Hysterectomy; Myoma; Adhesion; Retrospective cohort study; Ileus; Odds ratio; Surgery; Bowel obstruction; Gynecology; Obstetrics; Uterus; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001078146,0.0001249118,0.000245733,0.000153273,0.00005682939,0.00002925507,0.00002819071,0.0001368585,0.0001111146],"category_scores_gemma":[0.00491719,0.00009398492,0.00003053639,0.000190005,0.00009386073,0.00008408669,0.00008167331,0.0001661282,0.00004582356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003870589,"about_ca_system_score_gemma":0.00006717044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000413062,"about_ca_topic_score_gemma":0.00001212271,"domain_scores_codex":[0.9992344,0.00004173282,0.000160365,0.0002318981,0.0001101785,0.0002214223],"domain_scores_gemma":[0.997909,0.001396915,0.00003494024,0.0001349494,0.0001589684,0.0003652307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002996325,0.0002063541,0.9544496,0.0001339535,0.00004714093,0.001186532,0.001112061,3.69934e-7,0.002215251,0.0005138175,0.003430923,0.03640434],"study_design_scores_gemma":[0.002615225,0.001889613,0.5300772,0.00005237287,0.000112321,0.0005630538,0.0002357447,0.000280567,0.00048243,0.0005021312,0.4629363,0.0002530401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952731,0.001784636,0.00001152522,0.0005609001,0.0005248589,0.0001717805,0.00001046731,0.00002913902,0.00163364],"genre_scores_gemma":[0.9936404,0.0001342799,0.0009495665,0.001094026,0.00006223229,0.00002254739,0.000007874187,0.00001356573,0.004075461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4595054,"threshold_uncertainty_score":0.5886692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04008203710694119,"score_gpt":0.2716466761140434,"score_spread":0.2315646390071022,"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."}}