{"id":"W4245424387","doi":"10.5489/cuaj.808","title":"The aging male population and medical care for benign prostatic hyperplasia in Canada","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; GlaxoSmithKline (Canada); University of Waterloo","funders":"","keywords":"Medicine; Population; Lower urinary tract symptoms; Gerontology; Population ageing; Health care; Family medicine; Gynecology; Demography; Prostate; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007111331,0.0001911123,0.0002270226,0.001687987,0.002884886,0.001306054,0.0009921636,0.0004901855,0.007232849],"category_scores_gemma":[0.004103724,0.0001841989,0.0006506457,0.003856193,0.0006507573,0.0005625139,0.001157447,0.0009883539,0.0002750409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04227031,"about_ca_system_score_gemma":0.1015628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948639,"about_ca_topic_score_gemma":0.9972181,"domain_scores_codex":[0.9982784,0.0001115858,0.000078561,0.00008999172,0.0008524264,0.0005890827],"domain_scores_gemma":[0.9951869,0.000204924,0.0007751911,0.0000468744,0.001957138,0.001829094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006195584,0.00006398559,0.8640113,0.0005613093,0.0001222441,0.0003395832,0.001071066,0.0008306313,0.0001124782,0.00326904,0.06911193,0.06044441],"study_design_scores_gemma":[0.00001778228,0.00002594374,0.9629218,0.0005292257,0.00006817635,0.0002208355,0.00188708,0.000869146,0.00005694745,0.0004875305,0.03288507,0.00003041026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.612164,0.0649408,0.001767955,0.1514015,0.001649215,0.0004433139,0.0419472,0.0002632278,0.1254226],"genre_scores_gemma":[0.9637273,0.01910751,0.001317991,0.005891076,0.00034256,0.00007801479,0.005063242,0.0000258801,0.004446469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04227031,"threshold_uncertainty_score":0.306694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00872684844278402,"score_gpt":0.243277698352151,"score_spread":0.234550849909367,"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."}}