{"id":"W1982950672","doi":"10.5489/cuaj.203","title":"Canadian trend in surgical management of benign prostatic hyperplasia (BPH) and laser therapy from 2007-2008 to 2011-2012","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Lower urinary tract symptoms; Urology; Health care; Benign prostatic hyperplasia (BPH); Prostate; Population; Psychological intervention; Hyperplasia; Gynecology; Internal medicine; Nursing; Cancer","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":[0.0007902319,0.0003582696,0.0004166049,0.005272144,0.002248002,0.001150012,0.00176226,0.000608031,0.006273353],"category_scores_gemma":[0.004752786,0.0003919243,0.0009392585,0.01060348,0.0006670035,0.0005265611,0.0008573581,0.001257154,0.0006869321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05265709,"about_ca_system_score_gemma":0.07807297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927698,"about_ca_topic_score_gemma":0.9964736,"domain_scores_codex":[0.997084,0.0001178573,0.0002077653,0.0003266532,0.001578767,0.0006849913],"domain_scores_gemma":[0.9901739,0.0003071954,0.002219774,0.0001173739,0.005395275,0.001786416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002446776,0.0001036255,0.8769273,0.001175018,0.0002971896,0.0003460187,0.001070364,0.0008160808,0.0009099144,0.001604101,0.05366443,0.06284128],"study_design_scores_gemma":[0.00002245576,0.00003861244,0.9677451,0.0003189773,0.00007932549,0.000475868,0.0009712133,0.0005443376,0.0002446942,0.00006095405,0.02946277,0.00003569841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7250704,0.04319924,0.001845475,0.02641238,0.0007304159,0.0003467622,0.1310758,0.00057338,0.07074621],"genre_scores_gemma":[0.9343844,0.02074344,0.003002687,0.003968818,0.000250823,0.0001172433,0.02719176,0.0001249266,0.01021592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05265709,"threshold_uncertainty_score":0.3820558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384759429999357,"score_gpt":0.2488074255397939,"score_spread":0.2349598312398004,"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."}}