{"id":"W2741677201","doi":"10.1158/1538-7445.am2017-3826","title":"Abstract 3826: Clinical validation of a serum protein panel (FLNA, FLNB and KRT19) for diagnosis and prognosis of prostate cancer","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Prostate cancer; Prostate-specific antigen; Oncology; Prostate; Cancer; Internal medicine; Biopsy; Population; Prostate biopsy; FLNA; Pathology; Urology; Filamin; 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":[0.004393898,0.0006410485,0.0004043911,0.001105622,0.0002715999,0.000754502,0.0003474881,0.0004837606,0.001709399],"category_scores_gemma":[0.006308476,0.0001715486,0.0004560706,0.0006213248,0.000257497,0.0003636371,0.0005484199,0.0004209041,0.000956715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004067307,"about_ca_system_score_gemma":0.0004698462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501368,"about_ca_topic_score_gemma":0.001463309,"domain_scores_codex":[0.9979987,0.0006565855,0.0001544955,0.000330122,0.0007595504,0.0001005883],"domain_scores_gemma":[0.9975781,0.0007594432,0.000588278,0.0001775673,0.0007036245,0.0001929233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002506335,0.0002788776,0.9345466,0.0001004401,0.000292186,0.0001114472,0.0000702722,0.002226087,0.02912401,0.00006126322,0.0009057092,0.02977669],"study_design_scores_gemma":[0.0001224966,0.002637391,0.9204978,0.00004228573,0.0003268762,0.001354998,0.00009588755,0.02857634,0.04351142,0.000140923,0.002653403,0.00004009764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865206,0.001602568,0.006800558,0.0001703469,0.00003457409,0.0001391022,0.002342818,0.000236668,0.002152681],"genre_scores_gemma":[0.9956065,0.0001137435,0.002642725,0.00004233074,0.00001249703,0.00003719237,0.001184911,0.00001221746,0.0003480164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004393898,"threshold_uncertainty_score":0.02323747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2296082051790378,"score_gpt":0.5078346451430792,"score_spread":0.2782264399640414,"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."}}