{"id":"W2056297583","doi":"10.5489/cuaj.08105","title":"Guideline for optimization of surgical and pathological quality performance for radical prostatectomy in prostate cancer management:evidentiary base","year":2010,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information; Toronto General Hospital; University Health Network; Sudbury Regional Hospital; McMaster University; Cancer Care Ontario; London Health Sciences Centre","funders":"Cancer Care Ontario; McMaster University; London Health Sciences Centre","keywords":"Medicine; Prostatectomy; Guideline; Prostate cancer; Management of prostate cancer; MEDLINE; Protocol (science); Prostate; General surgery; Cancer; Intensive care medicine; Surgery; Internal medicine; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03657324,0.003142168,0.00583739,0.00666351,0.001715678,0.003761632,0.01509005,0.01523732,0.003021662],"category_scores_gemma":[0.05994185,0.001905608,0.008878238,0.005877655,0.002159666,0.002752578,0.004356405,0.01302327,0.004302956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009809733,"about_ca_system_score_gemma":0.03571319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02815433,"about_ca_topic_score_gemma":0.02671269,"domain_scores_codex":[0.9552101,0.0177711,0.01322904,0.001452503,0.01088419,0.001453142],"domain_scores_gemma":[0.9139595,0.02388208,0.009275867,0.002086967,0.04809696,0.002698607],"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":[0.0002904818,0.0004770366,0.002972539,0.03652889,0.001074212,0.0007198808,0.001352621,0.002951193,0.001867569,0.01114777,0.7161999,0.2244179],"study_design_scores_gemma":[0.0009991198,0.000557162,0.0159799,0.1686766,0.002804017,0.001143317,0.0007701549,0.003528904,0.001368118,0.01468081,0.7891447,0.0003473296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.006841544,0.2865947,0.1000318,0.4528925,0.03110793,0.03168918,0.01966216,0.002121011,0.06905917],"genre_scores_gemma":[0.04045946,0.1557371,0.6185247,0.1000888,0.004718539,0.03113891,0.03088776,0.0005377677,0.01790698],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03657324,"threshold_uncertainty_score":0.1934201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637099757555207,"score_gpt":0.2945705618643543,"score_spread":0.2781995642888023,"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."}}