{"id":"W2307084508","doi":"10.1002/nau.22989","title":"Artificial Urinary Sphincter: Report of the 2015 Consensus Conference","year":2016,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Artificial urinary sphincter; Consensus conference; Urethral sphincter; Urology; Urinary system; Urinary incontinence; General surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00008352639,0.00009444756,0.0001894998,0.00002417172,0.00004664385,0.000002695229,0.0000470596,0.00006990052,0.00002938691],"category_scores_gemma":[0.0000990625,0.0000485928,0.00004957072,0.00004332531,0.0003316232,0.00001369269,0.00006788308,0.00009334712,0.000003428235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001337073,"about_ca_system_score_gemma":0.00009352622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001022862,"about_ca_topic_score_gemma":0.0000168774,"domain_scores_codex":[0.9992952,0.00004920046,0.0002171079,0.0002160299,0.00008273812,0.0001396838],"domain_scores_gemma":[0.9993411,0.0001117711,0.0001197105,0.0003010974,0.0000688482,0.00005745937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009087588,0.0005582211,0.9528852,0.00005142326,0.0001213117,0.002886223,0.00008764535,0.000003504302,0.01469381,0.009271581,0.001369405,0.0171629],"study_design_scores_gemma":[0.001120513,0.00143453,0.979587,0.00004216168,0.0001917688,0.005672323,0.000008749617,0.0002145497,0.002353275,0.003619005,0.005658642,0.00009750412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967272,0.0001276352,0.00003789357,0.0312181,0.0003332865,0.0002022645,0.00002370826,0.00001565848,0.0007694514],"genre_scores_gemma":[0.9985831,0.000237788,0.00004196997,0.0006903723,0.00004004225,0.000009568068,0.000003235227,0.000008708114,0.0003851842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03131113,"threshold_uncertainty_score":0.1981557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912233101694883,"score_gpt":0.2694809626766266,"score_spread":0.2503586316596778,"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."}}