{"id":"W3021588578","doi":"10.1097/ju.0000000000000954.010","title":"PD52-10 CLINICAL SIGNIFICANCE OF THE LACDINAC-GLYCOSYLATED PROSTATE-SPECIFIC ANTIGEN ASSAY FOR PROSTATE CANCER DETECTION","year":2020,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Prostate-specific antigen; Cancer; Prostate; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001063835,0.0002359272,0.0002673413,0.0009061003,0.0002180488,0.001220924,0.0002199135,0.0006444539,0.005264862],"category_scores_gemma":[0.002924316,0.0001345995,0.0001896272,0.0005270339,0.0002717981,0.0004337791,0.0003143097,0.0005522499,0.00217409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003231961,"about_ca_system_score_gemma":0.0002577546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005249405,"about_ca_topic_score_gemma":0.0007245916,"domain_scores_codex":[0.9992513,0.0001794648,0.00007605251,0.0001079264,0.0002924382,0.0000928755],"domain_scores_gemma":[0.998575,0.0002853119,0.0003002822,0.00006087132,0.0005131664,0.0002653459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004372024,0.000277228,0.7023241,0.0003432979,0.0001615982,0.002358239,0.00007835004,0.000224429,0.0355757,0.0008812918,0.02102418,0.2323795],"study_design_scores_gemma":[0.0002131623,0.002454296,0.8964936,0.0001980988,0.0003255747,0.01423841,0.0002715631,0.003066934,0.02819498,0.0008940989,0.05357762,0.00007170792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.859448,0.05231672,0.003901032,0.006082871,0.00197432,0.0002783055,0.002121889,0.0004999646,0.07337707],"genre_scores_gemma":[0.9861051,0.002852402,0.001867705,0.0007171094,0.0006316939,0.00002418327,0.0008158882,0.00002814022,0.006957718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005264862,"threshold_uncertainty_score":0.0176127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06865771004272075,"score_gpt":0.3641853003240304,"score_spread":0.2955275902813096,"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."}}