{"id":"W4386291375","doi":"10.5489/cuaj.8439","title":"A prospective assessment of the validity of the CUA neurogenic bladder guideline","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph's Hospital; University of Toronto; Western University","funders":"","keywords":"Medicine; Guideline; Spinal cord injury; Urinary system; Prospective cohort study; Spina bifida; Observational study; Urology; Creatinine; Urinary bladder; Cohort; Internal medicine; Surgery; Spinal cord; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01489864,0.0003405639,0.0005125835,0.001487326,0.0008201727,0.001625821,0.001549187,0.001203595,0.001269909],"category_scores_gemma":[0.06937943,0.0003776991,0.0008393379,0.002042523,0.0009890236,0.001059239,0.001452989,0.00092357,0.0002406963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344805,"about_ca_system_score_gemma":0.002442713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02608705,"about_ca_topic_score_gemma":0.02389006,"domain_scores_codex":[0.9879231,0.005133497,0.001437199,0.001210226,0.003541929,0.0007541332],"domain_scores_gemma":[0.9451818,0.01437429,0.02508383,0.003189248,0.01013963,0.002031268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008585281,0.00002928199,0.9989133,0.000008326891,0.00003422433,0.000006869473,0.00006370968,0.00001637888,0.000008803089,0.00001505208,0.00005595646,0.0007622892],"study_design_scores_gemma":[0.00002499922,0.0002760444,0.9986319,0.00003546748,0.00004377815,0.00007247754,0.0001971858,0.0004163587,0.00002573128,0.0000204091,0.0002501094,0.000005552889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975024,0.0004037746,0.0001913903,0.0001479727,0.00002616338,0.0001039889,0.0007547569,0.000003698152,0.0008657681],"genre_scores_gemma":[0.9987811,0.00008297069,0.0002110211,0.00005814137,0.00002054307,0.00005083329,0.0007345043,0.0000019627,0.00005883256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02608705,"threshold_uncertainty_score":0.07879251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0372924988288846,"score_gpt":0.3257775208216092,"score_spread":0.2884850219927246,"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."}}