{"id":"W4398323991","doi":"10.1186/s12905-024-03124-w","title":"Obstetric vesico-uterine fistula in nine reference hospitals in the Democratic Republic of the Congo: epidemiological, clinical, and therapeutic aspects","year":2024,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Epidemiology; Fistula; Obstetrics; Pediatrics; Vesicovaginal fistula; Surgery; Pregnancy; Gaza strip; 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":[0.0005518345,0.0001935827,0.0001941598,0.001091584,0.0008527824,0.0007883364,0.0002802804,0.0002820056,0.001183506],"category_scores_gemma":[0.002014705,0.0002058044,0.0001534712,0.001715007,0.0006073942,0.0005985829,0.0005522175,0.0002722343,0.00009053144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304172,"about_ca_system_score_gemma":0.001030975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01913147,"about_ca_topic_score_gemma":0.02348696,"domain_scores_codex":[0.9995106,0.0001778357,0.00009065053,0.00007558326,0.00005097255,0.00009428206],"domain_scores_gemma":[0.998576,0.0003154939,0.0007956973,0.00004769573,0.0000928826,0.0001722655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002365674,0.00002368613,0.9970143,0.00004051232,0.000008930372,0.0005115658,0.0008966553,0.00002861095,0.0001242455,0.00004311321,0.00007441662,0.001210322],"study_design_scores_gemma":[0.000004562184,0.0001048324,0.9859466,0.00008052019,0.00001546675,0.002995205,0.01004521,0.000115735,0.00009504722,0.00002762175,0.00056027,0.000008971833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990401,0.0003473119,0.00004091275,0.00008541876,0.00000196984,0.00001352074,0.000193365,0.000001414238,0.0002759766],"genre_scores_gemma":[0.9994619,0.0002775449,0.00005843045,0.00002509168,0.000003543666,0.00001169929,0.0001072346,4.542022e-7,0.00005405582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01913147,"threshold_uncertainty_score":0.03804022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171809673012636,"score_gpt":0.4079334602147173,"score_spread":0.2907524929134537,"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."}}