{"id":"W4384460002","doi":"10.1016/j.urology.2023.06.029","title":"Treatment Patterns in Men Prescribed Benign Prostatic Obstruction or Overactive Bladder Medications in Canada: A Retrospective Population-based Study","year":2023,"lang":"en","type":"article","venue":"Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Astellas Pharma Europe; Astellas Pharma","keywords":"Overactive bladder; Medicine; Bladder outlet obstruction; Urology; Retrospective cohort study; Medical prescription; Lower urinary tract symptoms; Internal medicine; Gynecology; Prostate; Cancer; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004560291,0.0003007473,0.0006035158,0.001635763,0.001604826,0.001085798,0.0008086752,0.0004690608,0.00108124],"category_scores_gemma":[0.001695389,0.0003637338,0.0007225262,0.004358664,0.0005615352,0.0003974489,0.0006292843,0.0005818942,0.0001581163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009281631,"about_ca_system_score_gemma":0.009875486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9425803,"about_ca_topic_score_gemma":0.949665,"domain_scores_codex":[0.9990067,0.00004749965,0.00008709684,0.0001860593,0.0004153494,0.0002573361],"domain_scores_gemma":[0.9978188,0.00009921991,0.0008903045,0.0000825672,0.0006542142,0.0004547883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002281767,0.00001329975,0.9991788,0.00001001334,0.00002682808,0.00002207209,0.00007661414,0.00001855753,0.00004703869,0.000009242111,0.0001206108,0.0004540056],"study_design_scores_gemma":[0.000002974572,0.00001749135,0.9994147,0.000008426173,0.00001333722,0.00004885914,0.0001769186,0.00007467165,0.00001841855,0.000003870895,0.0002174696,0.000002817176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935217,0.0006266907,0.00009178868,0.0001050587,0.000007034699,0.00007539602,0.004534979,0.00001013437,0.00102726],"genre_scores_gemma":[0.9970728,0.0003852512,0.0001287655,0.0000968505,0.000008709232,0.00002337701,0.002001137,0.000003206889,0.0002799625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05741966,"threshold_uncertainty_score":0.1155156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870878994912271,"score_gpt":0.3235898514177831,"score_spread":0.2948810614686604,"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."}}