{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001439885,0.0001661058,0.0001676686,0.00103796,0.0008528047,0.001412258,0.0003195818,0.001025189,0.01024615],"category_scores_gemma":[0.01033561,0.0001763102,0.0003748063,0.002603482,0.0004962441,0.001342982,0.001527643,0.001386039,0.001217484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582392,"about_ca_system_score_gemma":0.006507407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1015425,"about_ca_topic_score_gemma":0.1858729,"domain_scores_codex":[0.9990103,0.0002864308,0.0001108084,0.0001017479,0.000283591,0.0002071619],"domain_scores_gemma":[0.9945797,0.00100765,0.001822065,0.0001193102,0.001342342,0.001128967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001418539,0.0001484151,0.7748588,0.0006422563,0.00006698211,0.0001822573,0.00373399,0.000102852,0.0001333792,0.00123179,0.1476976,0.07105976],"study_design_scores_gemma":[0.00002020771,0.00007861538,0.9469697,0.0008624023,0.00005286143,0.000202478,0.01555466,0.000144616,0.00008947234,0.0003214062,0.03569092,0.00001263506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6425967,0.01719533,0.0005741849,0.1705987,0.003032126,0.0002682247,0.0886693,0.0001443091,0.07692126],"genre_scores_gemma":[0.9345306,0.01305709,0.001055395,0.01095564,0.001426173,0.000332244,0.0204281,0.00005754236,0.01815724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015425,"threshold_uncertainty_score":0.2019029,"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."}}