{"id":"W2016841717","doi":"10.1016/j.ijgo.2012.08.014","title":"Characteristics and surgical success of patients presenting for repair of obstetric fistula in western Kenya","year":2012,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"United Nations Population Fund","keywords":"Medicine; Fistula; Vesicovaginal fistula; Rectovaginal fistula; Kenya; Surgery; Retrospective cohort study; Medical record; General surgery","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":[0.0003806778,0.0001863304,0.0003157736,0.001103976,0.0006156996,0.0004606643,0.0002679527,0.0003903664,0.001775577],"category_scores_gemma":[0.004095518,0.0002606669,0.0002078815,0.0009456393,0.0003914114,0.0005138254,0.0003030754,0.0003453653,0.0001901178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167874,"about_ca_system_score_gemma":0.000518237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003128065,"about_ca_topic_score_gemma":0.004191509,"domain_scores_codex":[0.999598,0.00008251878,0.00009094353,0.00006483227,0.00007644793,0.00008731768],"domain_scores_gemma":[0.9974602,0.0006093674,0.001466924,0.0000650119,0.0001342142,0.0002642035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002757679,0.00001142368,0.9989096,0.00001034514,0.00000836158,0.0002650832,0.00008328318,0.00001099065,0.00009476263,0.000005573642,0.00004410138,0.0005289648],"study_design_scores_gemma":[0.000004308656,0.0001239529,0.995122,0.00001990439,0.00001124229,0.003393671,0.0009768731,0.00005951973,0.00007672037,0.000008422408,0.0001977323,0.000005561242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993883,0.0002055875,0.00002540133,0.00002721555,0.000002482702,0.000007398316,0.0001977862,0.000001333487,0.0001445428],"genre_scores_gemma":[0.9994419,0.0002097269,0.00005621795,0.00001419146,0.000006221653,0.00001116961,0.0002221515,0.000001111714,0.00003736233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003128065,"threshold_uncertainty_score":0.006219685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02247358804730508,"score_gpt":0.3117290293008758,"score_spread":0.2892554412535707,"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."}}