{"id":"W7080313492","doi":"10.17605/osf.io/a5mws","title":"Reconstructive Surgery of the Female Genital, Urethral, and Anal Tract: A Multidisciplinary Analysis and Future Perspectives.","year":2025,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reconstructive surgery; Observational study; Systematic review; Critical appraisal; Quality of life (healthcare); Psychological intervention; MEDLINE; Urinary incontinence","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001508695,0.0003765288,0.0007524228,0.0003972185,0.0001808977,0.00009355388,0.001135361,0.0003903474,0.05191615],"category_scores_gemma":[0.0007970873,0.0003239109,0.0003832857,0.0008467947,0.000515346,0.0001354821,0.002777314,0.0005531994,0.001448385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000549806,"about_ca_system_score_gemma":0.0002531972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003129898,"about_ca_topic_score_gemma":0.0001009533,"domain_scores_codex":[0.9964486,0.0004100928,0.000424626,0.002146879,0.0002720723,0.0002977327],"domain_scores_gemma":[0.9957087,0.0005087429,0.0005590332,0.002947273,0.000157021,0.0001192444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001041725,0.0009097522,0.7987679,0.001650756,0.006569191,0.0001150813,0.01783434,0.0002364455,0.0008101662,0.01042756,0.07835218,0.08422242],"study_design_scores_gemma":[0.001011976,0.000003359237,0.8120024,0.0008733686,0.002076416,0.000326421,0.007464266,0.004079917,0.003666747,0.01451289,0.1518797,0.002102548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01400072,0.0001011856,0.003413214,0.001105752,0.0002863566,0.0005425912,0.0000568179,0.0001090229,0.9803843],"genre_scores_gemma":[0.1148451,0.0008990063,0.005240119,0.00002976316,0.0001479479,0.000062946,0.000009788965,0.00002909614,0.8787362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1016481,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008653580594644,"score_gpt":0.2349219443341627,"score_spread":0.2248354085282163,"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."}}