{"id":"W4388764301","doi":"10.22541/au.170022073.35169781/v1","title":"Effect of type III female genital mutilation on obstetric outcomes: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Observational study; Confounding; Confidence interval; Obstetrics; Relative risk; Demography; Study heterogeneity; Gynecology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001799325,0.000759818,0.01733809,0.001464482,0.00005056003,0.00002802845,0.0001895224,0.0003071218,0.0004290997],"category_scores_gemma":[0.004611482,0.0004048308,0.004120355,0.004496416,0.0000498052,0.00005930367,0.0001002203,0.0003090326,0.0005461523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115496,"about_ca_system_score_gemma":0.00008250921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002055143,"about_ca_topic_score_gemma":0.000003689776,"domain_scores_codex":[0.9952933,0.0008207216,0.002195282,0.0006628475,0.0007632513,0.0002646595],"domain_scores_gemma":[0.9930579,0.004105077,0.001257099,0.001184502,0.0002479858,0.0001474221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000546396,0.00002560982,0.00001752896,0.8553805,0.1435227,0.00001780882,0.00002340298,6.65056e-7,2.44751e-8,0.00001500453,0.0000329389,0.0009583463],"study_design_scores_gemma":[0.0001759713,0.0005238992,0.000011424,0.05312977,0.9451602,0.00003273668,0.00001065306,0.00002332461,0.000001049753,8.629667e-7,0.0006625794,0.0002675249],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002590874,0.9908832,0.000007397905,0.00002964958,0.00007338085,0.007806627,0.00004579835,0.0001562367,0.0009717837],"genre_scores_gemma":[0.0009210331,0.9798909,0.0001127789,0.00009055463,0.00002030931,0.00045847,0.0003159865,0.00009921924,0.01809069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8022507,"threshold_uncertainty_score":0.9998404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1530711696823647,"score_gpt":0.4240559262269106,"score_spread":0.2709847565445459,"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."}}