{"id":"W1963606267","doi":"10.1016/s0022-5347(05)67911-6","title":"PRACTICE PATTERNS OF CANADIAN UROLOGISTS IN BENIGN PROSTATIC HYPERPLASIA AND PROSTATE CANCER","year":2000,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Medicine; Hyperplasia; Prostate cancer; Urology; Lower urinary tract symptoms; Prostate; Gynecology; Cystoscopy; General surgery; Cancer; Urinary system; Internal medicine","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":[0.001609648,0.0001894011,0.0002148685,0.002156631,0.001896004,0.0006610854,0.00112065,0.000561238,0.001607457],"category_scores_gemma":[0.00755781,0.0002201409,0.0002605871,0.003768482,0.0006310191,0.0003500576,0.0005876497,0.0004054196,0.0001072517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01910684,"about_ca_system_score_gemma":0.0260781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9646991,"about_ca_topic_score_gemma":0.9762331,"domain_scores_codex":[0.997331,0.0002520831,0.0001662304,0.0001861359,0.001520225,0.0005442435],"domain_scores_gemma":[0.9902734,0.0008505213,0.002304363,0.00009232404,0.004029871,0.002449579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006972828,0.00003825126,0.9562904,0.0002799981,0.00004059666,0.0003098398,0.003185543,0.000146657,0.000264511,0.0001820942,0.005473696,0.03371874],"study_design_scores_gemma":[0.000006693077,0.00003300618,0.9914022,0.0001234941,0.00001633211,0.0003503794,0.002356805,0.0001949467,0.00006812649,0.00001668577,0.00541754,0.0000137194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970437,0.01114139,0.0002964782,0.006786461,0.0001093368,0.00009272751,0.001481967,0.00004488998,0.009609676],"genre_scores_gemma":[0.9939619,0.003125005,0.0006599231,0.0007364522,0.0000285728,0.00002034161,0.0005737063,0.000005322696,0.000888775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9646991,"threshold_uncertainty_score":0.1386304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386817974087804,"score_gpt":0.2808300793417213,"score_spread":0.2669618996008433,"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."}}