{"id":"W4309890740","doi":"10.1007/s11884-022-00682-3","title":"Catheter Use in Neurogenic Lower Urinary Tract Dysfunction—Can Shared Decision-Making Help Us Serve Our Patients Better?","year":2022,"lang":"en","type":"article","venue":"Current Bladder Dysfunction Reports","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; Urinary system; Catheter; Intensive care medicine; Urology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007156624,0.0005008867,0.0005595537,0.000747484,0.0005189907,0.0001571439,0.0001733109,0.000128469,0.002204726],"category_scores_gemma":[0.0003343943,0.0004909523,0.000434881,0.001073204,0.00004438254,0.0006054609,0.0004891055,0.001466138,0.00005764098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005918349,"about_ca_system_score_gemma":0.0003676634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007751419,"about_ca_topic_score_gemma":0.00001829947,"domain_scores_codex":[0.9944713,0.0003326408,0.001267841,0.001306976,0.001751998,0.0008692787],"domain_scores_gemma":[0.9975279,0.0001766206,0.0004423558,0.001114306,0.0003675259,0.0003712706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001634286,0.008779116,0.9341988,0.0001106681,0.0001605269,0.007802092,0.0003463037,0.0004817322,0.000127548,9.927394e-7,0.01696976,0.02938817],"study_design_scores_gemma":[0.003610086,0.004416375,0.9166171,0.0002427284,0.000239407,0.006828463,0.0003493522,0.0006342033,0.00004778139,0.0001765966,0.06615298,0.0006849548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908701,0.0005938365,0.0001051886,0.000494413,0.005907801,0.001558331,0.0001083081,0.0001820947,0.0001799352],"genre_scores_gemma":[0.9970083,0.00009159617,0.00007543373,0.0004961123,0.0003511733,0.0004462459,0.0007732116,0.0001180728,0.0006398774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04918322,"threshold_uncertainty_score":0.9997542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03546798368382531,"score_gpt":0.3056896240359086,"score_spread":0.2702216403520833,"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."}}