{"id":"W4415460819","doi":"10.21203/rs.3.rs-7882542/v1","title":"Global Practice, National Presence: Female Genital Mutilation in the United States, 2016-2022","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; NOSM University; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Female circumcision; Epidemiology; Medical diagnosis; Documentation; Sex organ; Developed country","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01877194,0.0008970795,0.0009240143,0.00272221,0.001140048,0.0008537507,0.002010743,0.00116506,0.001240939],"category_scores_gemma":[0.0395633,0.0007822445,0.000390652,0.01031002,0.001053231,0.0007953228,0.002557804,0.005531189,0.000754513],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004076163,"about_ca_system_score_gemma":0.008199976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006414857,"about_ca_topic_score_gemma":0.0006595501,"domain_scores_codex":[0.9756672,0.007606136,0.001973788,0.002103192,0.01050603,0.002143691],"domain_scores_gemma":[0.9754674,0.01146908,0.0006384542,0.002011825,0.009951116,0.0004621436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01595251,0.01480531,0.3669579,0.02208425,0.003089779,0.004670039,0.09231329,0.1715045,0.0001687136,0.0528383,0.2277859,0.02782949],"study_design_scores_gemma":[0.005942068,0.00207028,0.344315,0.01040533,0.0005229773,0.0003157364,0.1210426,0.171882,0.0001189424,0.01878056,0.3228599,0.001744645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6146557,0.0264488,0.001478092,0.05505617,0.003789402,0.02913339,0.008103783,0.0004895253,0.2608452],"genre_scores_gemma":[0.9689937,0.004236142,0.001354402,0.0006396956,0.001534953,0.00121377,0.009484762,0.0000697732,0.0124728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.354338,"threshold_uncertainty_score":0.999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08483085621082591,"score_gpt":0.4637103054778335,"score_spread":0.3788794492670076,"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."}}