{"id":"W4252718001","doi":"10.5489/cuaj.608","title":"What is BPS and how should it be managed in real life clinical practice?","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Clinical Practice; Medicine; Psychology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003825732,0.000254209,0.0008055127,0.001451832,0.002207597,0.005145258,0.001016724,0.001506594,0.005276051],"category_scores_gemma":[0.04586124,0.0003456812,0.000502353,0.002861538,0.001526174,0.00297018,0.00093292,0.00215248,0.0007484583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008425027,"about_ca_system_score_gemma":0.02161343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09495769,"about_ca_topic_score_gemma":0.1286408,"domain_scores_codex":[0.9953607,0.00177943,0.0004698834,0.0003405938,0.001397998,0.0006514049],"domain_scores_gemma":[0.9767346,0.008099881,0.003659064,0.0002845737,0.004687035,0.006534835],"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":[0.0005438669,0.001345075,0.388488,0.001947146,0.0003029926,0.001324588,0.004684182,0.006296975,0.0005017036,0.01329449,0.07841758,0.5028535],"study_design_scores_gemma":[0.0002048714,0.0009135965,0.6847664,0.007223475,0.0003830953,0.004267563,0.06514193,0.01907812,0.0007834251,0.06925847,0.1476025,0.0003765008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3091443,0.03452756,0.0109634,0.5806361,0.003023064,0.0002566403,0.001929343,0.0002024517,0.05931702],"genre_scores_gemma":[0.9509964,0.0215108,0.01157512,0.01039497,0.002396905,0.0001134695,0.0005489258,0.00009543914,0.002367928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09495769,"threshold_uncertainty_score":0.18881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549740396155497,"score_gpt":0.4406924846386472,"score_spread":0.2857184450230975,"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."}}