{"id":"W4402574880","doi":"10.1097/sla.0000000000006536","title":"Maternal, Fetal, and Infant Outcomes Associated With Bariatric Surgery","year":2024,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; St. Joseph’s Healthcare Hamilton; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Fetal surgery; Fetus; MEDLINE; Obstetrics; Surgery; Pregnancy; General surgery; In utero","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006598941,0.0001831399,0.000186913,0.0006036047,0.0002952708,0.0004564047,0.0003169024,0.0001874248,0.001380024],"category_scores_gemma":[0.003146093,0.0001325612,0.0003442844,0.0008883842,0.0003128272,0.0001628921,0.0004309037,0.0004935631,0.0000938782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175068,"about_ca_system_score_gemma":0.001418142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06812742,"about_ca_topic_score_gemma":0.08000247,"domain_scores_codex":[0.9992471,0.0001530228,0.00006027422,0.0001111837,0.0002541641,0.0001743015],"domain_scores_gemma":[0.9982317,0.0002196705,0.001081295,0.00007290428,0.0002084813,0.0001859428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002272004,0.000004474451,0.9990987,0.000006800409,0.00002719072,0.00003163873,0.00001329855,0.00001185015,0.00003596058,0.00001045112,0.00004174083,0.0006952322],"study_design_scores_gemma":[0.00000104602,0.00001410827,0.9996346,0.000008677428,0.00001925122,0.0001238746,0.00003769494,0.00005234561,0.00002577931,0.000006623176,0.00007512564,9.224173e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960684,0.001395679,0.0001330184,0.0002012192,0.000009665512,0.00001173245,0.001088224,0.000004980317,0.001087151],"genre_scores_gemma":[0.9990234,0.0003861654,0.0000834256,0.00002126727,0.000008815554,0.000005125206,0.0003523205,0.000001081151,0.0001184149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06812742,"threshold_uncertainty_score":0.1354617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1520764775654994,"score_gpt":0.3221447903130875,"score_spread":0.1700683127475881,"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."}}