{"id":"W1965275718","doi":"10.5489/cuaj.09092","title":"The aging male population and medical care for benign prostatic hyperplasia in Canada","year":2010,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; GlaxoSmithKline (Canada); University of Waterloo","funders":"","keywords":"Medicine; Lower urinary tract symptoms; Population; Population ageing; Health care; Gerontology; Benign prostatic hyperplasia (BPH); Urology; Family medicine; Quality of life (healthcare); Gynecology; Demography; Prostate; Internal medicine; Nursing; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007664972,0.0000687166,0.000132007,0.00006805585,0.0004136026,0.00006502258,0.00007335717,0.0001171208,0.0001357787],"category_scores_gemma":[0.001573841,0.00004630366,0.0000278989,0.00009449308,0.00002241032,0.00004619063,0.000009845854,0.0007976663,0.000001181733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316265,"about_ca_system_score_gemma":0.004570231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6402133,"about_ca_topic_score_gemma":0.9878525,"domain_scores_codex":[0.9987767,0.00007483767,0.0002150635,0.0001118384,0.0004051974,0.0004163738],"domain_scores_gemma":[0.9987218,0.0003715056,0.00006663065,0.00005472996,0.0001598836,0.0006254084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003147839,0.000004926079,0.9861416,0.00001182792,0.00001344552,0.0001111212,0.0001799089,0.000006240994,0.00001480263,0.0002419092,0.0005971318,0.01264565],"study_design_scores_gemma":[0.000924873,0.0001330504,0.9700137,0.00001334459,0.00001255257,0.0006174839,0.0005175344,0.0003871213,0.000004692412,0.0007216678,0.02659324,0.00006074218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555287,0.0002901829,0.00000472392,0.04326224,0.0002064062,0.000309243,0.00002209403,0.000003225464,0.0003732185],"genre_scores_gemma":[0.9985205,0.00007161894,0.00009710458,0.0009625422,0.0001793908,0.00001717717,0.00002744658,0.000006775062,0.0001174465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3476392,"threshold_uncertainty_score":0.8107393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007737715676185849,"score_gpt":0.2526086165698645,"score_spread":0.2448709008936787,"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."}}