{"id":"W3093377386","doi":"10.48083/kdck6642","title":"The Clinical Applications of Serum and Urinary Biomarkers in Prostate Cancer","year":2020,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Medicine; Intensive care medicine; Management of prostate cancer; Disease; Prostate-specific antigen; Risk stratification; Cancer; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00511676,0.0006561005,0.001514817,0.002444487,0.0003021055,0.002025123,0.0007181235,0.001557278,0.001108256],"category_scores_gemma":[0.006383734,0.0003099396,0.001006705,0.002300135,0.001310625,0.001599862,0.001143591,0.0021794,0.0004610676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007641452,"about_ca_system_score_gemma":0.002139607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001480315,"about_ca_topic_score_gemma":0.001986424,"domain_scores_codex":[0.997386,0.001044589,0.0002935475,0.0002191556,0.0009231999,0.000133365],"domain_scores_gemma":[0.9959142,0.002510439,0.0004225163,0.00009747177,0.0009193994,0.000136029],"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":[0.000203932,0.00007472128,0.004588934,0.01030926,0.0002788531,0.0006496223,0.000269304,0.0008169471,0.003373454,0.01027861,0.01535772,0.9537987],"study_design_scores_gemma":[0.00005247802,0.0005710504,0.01345586,0.009825176,0.0004486777,0.005285256,0.0005153985,0.0009097718,0.005519332,0.01676016,0.9464992,0.000157743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003957337,0.9965857,0.0005374876,0.001413774,0.0002695466,0.000004385264,0.00001816555,0.000006727219,0.0007683524],"genre_scores_gemma":[0.009542566,0.9870483,0.001301107,0.0008632939,0.0008844578,0.00001722355,0.00003662357,0.000003075571,0.0003033314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00511676,"threshold_uncertainty_score":0.02706033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0962461047147377,"score_gpt":0.446562056174897,"score_spread":0.3503159514601593,"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."}}