{"id":"W2606920884","doi":"10.4172/2155-9929.1000323","title":"Clinical Validation of a Serum Protein Panel (FLNA, FLNB and KRT19) for Diagnosis of Prostate Cancer","year":2017,"lang":"en","type":"article","venue":"Journal of Molecular Biomarkers & Diagnosis","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute","keywords":"Medicine; Prostate cancer; Prostate; FLNA; Hyperplasia; Filamin; Cancer; Oncology; Prostate-specific antigen; Internal medicine; Pathology; Urology; 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":[0.005664612,0.0006517901,0.0005239223,0.0008545191,0.0002743495,0.0007456263,0.0004756987,0.0006224924,0.0005097188],"category_scores_gemma":[0.008630672,0.0002248484,0.0003558753,0.0004502709,0.0003904616,0.0004890094,0.0004709943,0.0005134252,0.0003959511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365351,"about_ca_system_score_gemma":0.0007488942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962597,"about_ca_topic_score_gemma":0.002399172,"domain_scores_codex":[0.9969626,0.001558255,0.00015213,0.0003690551,0.0008458932,0.0001121285],"domain_scores_gemma":[0.997505,0.001271184,0.0004191745,0.0002311432,0.0004045184,0.0001689532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003858684,0.0004303034,0.8397819,0.0001341059,0.0003645585,0.0002138918,0.0002704618,0.01089682,0.07933324,0.0002693603,0.0005312836,0.06391539],"study_design_scores_gemma":[0.0002437274,0.006394045,0.7015528,0.00008775917,0.0005475666,0.002175003,0.0002482959,0.1888161,0.09373365,0.0008261926,0.0052804,0.0000943647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716811,0.001335729,0.02488459,0.0002320754,0.00003399152,0.0001137671,0.0006167768,0.0001764222,0.0009255884],"genre_scores_gemma":[0.9941365,0.0001522881,0.005144601,0.00004779644,0.00001289354,0.00002198988,0.0003130811,0.000008265895,0.000162637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005664612,"threshold_uncertainty_score":0.02995771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04629550686418556,"score_gpt":0.3608144538813651,"score_spread":0.3145189470171795,"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."}}