{"id":"W4388207837","doi":"10.1016/j.jmig.2023.08.256","title":"9660 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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Endometriosis; Invasive surgery; General surgery; Surgery; Gynecology","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":[0.0003928737,0.0001873389,0.0003040892,0.0005922904,0.0002445187,0.0003176144,0.0002503975,0.000357436,0.002141247],"category_scores_gemma":[0.001479306,0.000259136,0.0005516672,0.001261919,0.0001058948,0.0003042053,0.0002937904,0.0006306794,0.0002263707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002593036,"about_ca_system_score_gemma":0.0003616292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007017625,"about_ca_topic_score_gemma":0.0111231,"domain_scores_codex":[0.9996343,0.00006574782,0.00007200382,0.00008892269,0.00007955555,0.00005947983],"domain_scores_gemma":[0.9984011,0.0001860029,0.0009826751,0.00007656334,0.0001377235,0.0002160101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004533392,0.00001547609,0.9988871,0.0000148184,0.00004684627,0.00002602797,0.000007143336,0.00001368202,0.00003825575,0.000005662561,0.0002818881,0.0006178725],"study_design_scores_gemma":[0.00000645023,0.00002723969,0.9994931,0.00001130003,0.00002121045,0.0001246334,0.00003210986,0.00006613349,0.00001367705,0.000007050909,0.000195129,0.000001991218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905771,0.0020013,0.0001314334,0.0001359955,0.00003043315,0.0000180017,0.006386046,0.00001002822,0.0007096253],"genre_scores_gemma":[0.9945209,0.0006060937,0.0001268243,0.0001163619,0.00003274643,0.00002809988,0.004293436,0.00000350422,0.000272053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007017625,"threshold_uncertainty_score":0.01395351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05683230721454186,"score_gpt":0.3395706119332825,"score_spread":0.2827383047187407,"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."}}