{"id":"W2797547592","doi":"10.1002/nau.23515","title":"International Continence Society best practice statement for use of sacral neuromodulation","year":2018,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"Medtronic","keywords":"Medicine; Sacral nerve stimulation; Variety (cybernetics); Best practice; Specialty; Rigour; Medical education; Surgery; Family medicine; Management","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":[0.0001964075,0.00007457857,0.0001189729,0.00004008398,0.00006792766,0.00001366224,0.00004789072,0.00005942386,0.00002120623],"category_scores_gemma":[0.000293672,0.00006885816,0.00004369465,0.00005608537,0.0002037811,0.0001847979,0.00005981544,0.0001419607,0.000002196904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008727559,"about_ca_system_score_gemma":0.00004013199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001919558,"about_ca_topic_score_gemma":0.000004706651,"domain_scores_codex":[0.999262,0.00005517136,0.0001906909,0.0002053059,0.0001309397,0.0001559057],"domain_scores_gemma":[0.9990578,0.0003194735,0.00008817062,0.0001230537,0.0003587668,0.00005271005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.04678145,0.006715638,0.599658,0.001061392,0.001793847,0.0003809331,0.005606682,0.0006573683,0.1416772,0.01253706,0.02061476,0.1625157],"study_design_scores_gemma":[0.00437183,0.01476376,0.1330341,0.00002032896,0.0002863875,0.0006537521,0.0001335619,0.5113366,0.000583848,0.0004181174,0.3341978,0.0001998911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818518,0.0000203284,0.008949902,0.007905673,0.0002813474,0.0003650585,0.0000511547,0.00001507564,0.0005596907],"genre_scores_gemma":[0.9899142,0.0005004791,0.00755275,0.001440706,0.0001327479,0.00001024858,0.00006199674,0.00001294842,0.0003738558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5106793,"threshold_uncertainty_score":0.2807954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04781566499212438,"score_gpt":0.3644755890629079,"score_spread":0.3166599240707835,"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."}}