{"id":"W1844432091","doi":"10.5489/cuaj.629","title":"The Canadian Benign Prostatic Hyperplasia Audit Study (CanBas)","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":"Kingston General Hospital; Dalhousie University; University of Alberta; Université de Montréal; University of British Columbia; McMaster University; Queen's University","funders":"","keywords":"Medicine; Lower urinary tract symptoms; International Prostate Symptom Score; Demographics; Audit; Urology; Prostate; Hyperplasia; Gynecology; Outpatient clinic; Internal medicine; Demography","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":[0.001041078,0.000481565,0.0004033885,0.001368541,0.00250878,0.000869186,0.0008728236,0.0004421915,0.004459535],"category_scores_gemma":[0.002359371,0.0004440807,0.0003487573,0.003628868,0.0004202029,0.0003307917,0.0008079719,0.000503824,0.0004657642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01496402,"about_ca_system_score_gemma":0.01888601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9759945,"about_ca_topic_score_gemma":0.9884595,"domain_scores_codex":[0.9985859,0.0001156609,0.00004654363,0.0001432283,0.0007498144,0.0003588676],"domain_scores_gemma":[0.9976946,0.00006850876,0.0003273348,0.00007130323,0.001265952,0.0005723491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003000582,0.00007773975,0.9692066,0.0001674051,0.00008897059,0.000144988,0.00047406,0.00007843829,0.0001637806,0.0001968838,0.01857585,0.0105253],"study_design_scores_gemma":[0.00004685725,0.00003591995,0.9948132,0.00005563927,0.00003741505,0.0001225895,0.0003459383,0.0001232466,0.00003486412,0.00002083017,0.004354976,0.000008407975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456145,0.002993103,0.0002890149,0.001207239,0.000129051,0.000609512,0.03529969,0.00005371089,0.01380425],"genre_scores_gemma":[0.9843932,0.001129126,0.0005660516,0.0004118512,0.00004154122,0.0002094013,0.01020454,0.000008973053,0.00303538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9759945,"threshold_uncertainty_score":0.108572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687508240443487,"score_gpt":0.2607097821326774,"score_spread":0.2438346997282426,"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."}}