{"id":"W2126039417","doi":"10.5489/cuaj.1116","title":"Diagnosis and management of benign prostatic hyperplasia in primary care","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Queen's University; Toronto Western Hospital; Western University; University of Calgary; McGill University Health Centre","funders":"","keywords":"Medicine; Lower urinary tract symptoms; Primary care; Benign prostatic hyperplasia (BPH); Health care; Population; Primary care physician; Prostate cancer; Hyperplasia; Gynecology; Prostate; Urology; Intensive care medicine; Family medicine; Cancer; Internal medicine","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":[0.001067496,0.0002741735,0.000562035,0.001021648,0.002505474,0.001554713,0.0006157215,0.0017552,0.00390903],"category_scores_gemma":[0.004022705,0.0002831082,0.000465714,0.0008032408,0.0006683083,0.0008253547,0.00150478,0.001835883,0.001017128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002664054,"about_ca_system_score_gemma":0.006456408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246144,"about_ca_topic_score_gemma":0.03237608,"domain_scores_codex":[0.9982597,0.0005325432,0.0001619783,0.0001143567,0.0006449125,0.0002865337],"domain_scores_gemma":[0.9983175,0.0002955404,0.0002503497,0.00002783348,0.0004401729,0.0006686026],"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":[0.0001660653,0.001155655,0.1051345,0.00328544,0.0001192403,0.03633576,0.003625818,0.0008593166,0.002502782,0.005073182,0.1857747,0.6559676],"study_design_scores_gemma":[0.0003956112,0.002429779,0.3627172,0.0145729,0.0003844202,0.1576594,0.01217843,0.002371,0.001617392,0.01602051,0.4294244,0.0002289593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1107022,0.3616495,0.01341639,0.3224872,0.006234413,0.001379,0.000445436,0.0005631458,0.1831229],"genre_scores_gemma":[0.6281181,0.258038,0.03259061,0.05720104,0.01239926,0.0004505366,0.0007026083,0.00006646914,0.0104334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01246144,"threshold_uncertainty_score":0.02477783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393200430790962,"score_gpt":0.2448175017524168,"score_spread":0.2308854974445072,"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."}}