{"id":"W4389179820","doi":"10.1089/sur.2023.100","title":"Late and Persistent Symptoms Suggestive of Surgical Site Infections After Cesarean Section: Results from a Prospective Cohort Study in Rural Rwanda","year":2023,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Prospective cohort study; Logistic regression; Odds ratio; Cohort study; Pediatrics; Obstetrics; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006892934,0.0003019496,0.001047855,0.000482125,0.0001896305,0.00004571565,0.00004151149,0.0002218537,0.0002081294],"category_scores_gemma":[0.0001820428,0.0002474451,0.0006157695,0.001609638,0.0002826388,0.0001483908,0.00009733752,0.0005502859,0.00006232762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001937992,"about_ca_system_score_gemma":0.0000812635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003027892,"about_ca_topic_score_gemma":0.001024149,"domain_scores_codex":[0.9975317,0.0003404076,0.0006888759,0.0005788647,0.0004652092,0.0003949926],"domain_scores_gemma":[0.9973544,0.00171414,0.0001087599,0.0003252428,0.0002088866,0.0002885755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001201559,0.001104105,0.9940898,0.00001499185,0.0004893338,0.001171747,0.001399347,0.0001574794,0.00001276268,0.0001010046,0.0000375833,0.0002203094],"study_design_scores_gemma":[0.007109434,0.001261673,0.9809034,0.0001066234,0.0004132777,0.000414602,0.0006848629,0.0001978184,0.00001569289,0.0000305165,0.008617307,0.0002447166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870183,0.0001029525,0.000002580278,0.0005951096,0.0003227668,0.001400505,0.000156661,0.0002469008,0.01015422],"genre_scores_gemma":[0.9967746,0.0002967364,0.000006056946,0.00001707277,0.0002963609,0.0003350714,0.0001512363,0.00002820484,0.002094666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0131863,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009462436792150229,"score_gpt":0.2671288259501326,"score_spread":0.2576663891579823,"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."}}