{"id":"W3032621023","doi":"10.5489/cuaj.6685","title":"Optimizing screening and management of cardiovascular health in prostate cancer","year":2020,"lang":"en","type":"review","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queensway-Carleton Hospital; Stornoway Diamond (Canada); University of British Columbia; Western University; St. Michael's Hospital; Centre hospitalier universitaire de Québec; Montreal Heart Institute; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Prostate cancer; Disease; Multidisciplinary approach; Multidisciplinary team; Intensive care medicine; Androgen deprivation therapy; Identification (biology); Clinical Practice; Cancer; Population; Disease management; Internal medicine; Physical therapy; Nursing","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":[0.001321045,0.0006387506,0.001237439,0.002522533,0.0003918395,0.001035869,0.0008647986,0.001173129,0.002172389],"category_scores_gemma":[0.002588368,0.0002016234,0.0007604104,0.001643696,0.0004122576,0.000887191,0.000629045,0.001743317,0.0006908792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306144,"about_ca_system_score_gemma":0.003695186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01222898,"about_ca_topic_score_gemma":0.02303191,"domain_scores_codex":[0.9994478,0.0001629115,0.00008192203,0.000057625,0.0002058775,0.00004381914],"domain_scores_gemma":[0.9991007,0.0004453273,0.0001103246,0.00001704207,0.0002681152,0.00005859713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003144729,0.00005815286,0.0004604097,0.02342469,0.0001177156,0.00009049105,0.0001015194,0.0002441211,0.0002181154,0.002164877,0.02476919,0.9483193],"study_design_scores_gemma":[0.00004133512,0.0001397084,0.006422913,0.05960834,0.0004290499,0.001553176,0.0002953539,0.0002675583,0.0002538241,0.003087769,0.9278592,0.00004187356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009225977,0.9982181,0.00009241397,0.0007116187,0.0001478094,0.0000097662,0.00001313048,0.000005142741,0.0007097375],"genre_scores_gemma":[0.0009265115,0.9980975,0.0003177196,0.0003183238,0.0001365122,0.00001020065,0.00002477183,9.24556e-7,0.0001675376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01222898,"threshold_uncertainty_score":0.0243156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06027817811171855,"score_gpt":0.3412637260419632,"score_spread":0.2809855479302447,"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."}}