{"id":"W2098442117","doi":"10.1373/clinchem.2008.110668","title":"Emerging Biomarkers for the Diagnosis and Prognosis of Prostate Cancer","year":2008,"lang":"en","type":"review","venue":"Clinical Chemistry","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Prostate cancer; Medicine; Cancer; Prostate-specific antigen; Prostate; PCA3; Biomarker; Oncology; Antigen; Management of prostate cancer; Internal medicine; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002808816,0.001045059,0.001324602,0.001792812,0.0001826855,0.001559543,0.0007362741,0.001264088,0.004217742],"category_scores_gemma":[0.003010809,0.0001592746,0.0007112382,0.001599578,0.0003989268,0.00133239,0.0005258201,0.00171538,0.002693416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008371681,"about_ca_system_score_gemma":0.001330832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003089,"about_ca_topic_score_gemma":0.001131472,"domain_scores_codex":[0.9991397,0.0002793002,0.00008060371,0.00009181114,0.0003482836,0.00006032611],"domain_scores_gemma":[0.9978638,0.0006162901,0.0004011885,0.00006413903,0.000898641,0.0001558835],"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":[0.0004041596,0.0001080395,0.009995088,0.006694393,0.0004238106,0.0003773407,0.00006836115,0.0008593471,0.006720395,0.005063043,0.06064403,0.9086419],"study_design_scores_gemma":[0.0000948368,0.001452495,0.02604173,0.007387542,0.001042239,0.003714034,0.0002219069,0.002426089,0.007004845,0.008834018,0.9416612,0.0001189425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001515787,0.9846416,0.003721649,0.005778437,0.001262711,0.00005626596,0.0004790056,0.0001050995,0.002439366],"genre_scores_gemma":[0.02184342,0.9542118,0.01204264,0.003513996,0.003577487,0.0001387733,0.001098999,0.00002272986,0.003550092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004217742,"threshold_uncertainty_score":0.01485461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314085956521937,"score_gpt":0.452845773179836,"score_spread":0.3214371775276423,"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."}}