{"id":"W2282366626","doi":"","title":"The American Urological Association 2003 guideline on management of benign prostatic hyperplasia: a Canadian opinion.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Guideline; Medicine; Context (archaeology); Perspective (graphical); Urology; Family medicine; Gynecology; 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":[0.004501813,0.001026795,0.001094537,0.005819601,0.001853462,0.002160808,0.004122974,0.006377101,0.005902912],"category_scores_gemma":[0.01492324,0.0005461317,0.001377235,0.00678378,0.002202902,0.001770909,0.001076525,0.008169714,0.00423333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01500118,"about_ca_system_score_gemma":0.08163486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6414522,"about_ca_topic_score_gemma":0.7350377,"domain_scores_codex":[0.9937441,0.0008132182,0.0007402657,0.0001938348,0.004111213,0.0003974471],"domain_scores_gemma":[0.9817734,0.001292339,0.0007548677,0.0001453688,0.01457625,0.001457796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001111999,0.00001490621,0.0002759414,0.0004818076,0.00001170504,0.0001038072,0.00007173943,0.00004831903,0.00006991885,0.0008224994,0.9528944,0.0451938],"study_design_scores_gemma":[0.00003483542,0.00001104559,0.002131385,0.00229379,0.00005150483,0.0004248229,0.0001249165,0.00005957658,0.00005654466,0.0007490932,0.994038,0.00002445219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007028767,0.3582451,0.002841511,0.5128005,0.04732161,0.0007636871,0.003445476,0.0001793971,0.07369983],"genre_scores_gemma":[0.01162431,0.6079969,0.02624213,0.2412604,0.01764595,0.001055924,0.01065839,0.0001669527,0.08334901],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3585478,"threshold_uncertainty_score":0.7213187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738300416340945,"score_gpt":0.257351901985142,"score_spread":0.2399688978217325,"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."}}