{"id":"W4390694668","doi":"10.1002/nau.25358","title":"Surgery for female urethral stricture","year":2024,"lang":"en","type":"review","venue":"Neurourology and Urodynamics","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; Université de Montréal","funders":"","keywords":"Urethroplasty; Medicine; Urethral stricture; Surgery; Buccal mucosa; Lichen sclerosus; Labia; Anastomosis; Urethra; Dentistry; Dermatology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009733608,0.0004389653,0.001660735,0.0001951087,0.00007780759,0.00002174459,0.00007031328,0.0007824583,0.00002302467],"category_scores_gemma":[0.0001483621,0.000277761,0.0006790527,0.000177844,0.0001119553,0.00001840921,0.00007664991,0.0006967763,0.00003495593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001680018,"about_ca_system_score_gemma":0.0001371896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001635428,"about_ca_topic_score_gemma":0.000002813116,"domain_scores_codex":[0.9984713,0.00008161474,0.000371198,0.0006349555,0.00008456001,0.000356412],"domain_scores_gemma":[0.9989419,0.0005316242,0.0001154056,0.0002527634,0.0000273485,0.0001309819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001324998,0.0002243627,0.0005662279,0.01610397,0.0007321031,0.0008534997,0.00001199166,4.774579e-7,5.166779e-8,0.001333718,0.003714346,0.9763268],"study_design_scores_gemma":[0.0002769218,0.0006637132,0.0002948948,0.0003451472,0.006863484,0.0006118717,0.000001293886,0.0001600246,5.039839e-9,0.0007423912,0.989844,0.000196265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004189062,0.9968107,0.00006165971,0.0005024843,0.0006763666,0.00091505,0.0001645739,0.00009626344,0.0003540015],"genre_scores_gemma":[0.0004234315,0.9964542,0.00007006047,0.001006703,0.0001791032,0.0001326652,0.0005893223,0.00007603119,0.001068527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9861296,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07389035993064004,"score_gpt":0.3686281591728911,"score_spread":0.2947377992422511,"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."}}