{"id":"W4380738913","doi":"10.1016/j.jmig.2023.06.002","title":"Risk Factors for Major Complications Following Minimally Invasive Surgeries for Endometriosis in the United States","year":2023,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Endometriosis; Odds ratio; Hysterectomy; Surgery; Retrospective cohort study; Complication; Confidence interval; Laparoscopy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002682323,0.0001712633,0.000221869,0.000671464,0.0004189021,0.0004994012,0.0002670952,0.0005003616,0.002080319],"category_scores_gemma":[0.001892122,0.0002340948,0.0005654247,0.00100833,0.0002064313,0.0003088742,0.0004062908,0.0007094297,0.0001131929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004128949,"about_ca_system_score_gemma":0.0006820061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01850891,"about_ca_topic_score_gemma":0.02907813,"domain_scores_codex":[0.999731,0.00006196959,0.00004169112,0.00003778942,0.00005396148,0.00007353627],"domain_scores_gemma":[0.9980053,0.0003387473,0.00101757,0.00005335155,0.0001332679,0.0004517882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004876346,0.00003439876,0.998753,0.000007628012,0.00003822465,0.00006827954,0.00002254815,0.00001943648,0.00004112765,0.00001232511,0.000181618,0.000772737],"study_design_scores_gemma":[0.000002863015,0.000030625,0.9993873,0.000009788442,0.00001816717,0.0001723306,0.0001951764,0.00006173537,0.00001205882,0.00001428301,0.00009271804,0.000002964533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964418,0.001128778,0.00007128497,0.0002968686,0.00002923535,0.00001037374,0.000825246,0.000005015235,0.001191443],"genre_scores_gemma":[0.9988747,0.000435283,0.00004812328,0.0001009006,0.00002602213,0.000006362965,0.0003610782,0.000001447228,0.0001460961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01850891,"threshold_uncertainty_score":0.03680235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05507521907208139,"score_gpt":0.3388360769936147,"score_spread":0.2837608579215333,"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."}}