{"id":"W1631901224","doi":"10.1158/1538-7445.am2015-538","title":"Abstract 538: Identification and validation of novel prostate cancer biomarkers using the Berg Interrogative Biology™ platform","year":2015,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Prostate cancer; FLNA; DU145; Filamin; LNCaP; Cancer; Prostate; Cancer research; PCA3; Prostatectomy; Medicine; Biology; Oncology; Pathology; Internal medicine; Cell; Genetics","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":[0.0009838083,0.0009625156,0.0004739313,0.0009525802,0.0003980812,0.001011088,0.0005787536,0.0007369042,0.002473808],"category_scores_gemma":[0.0008566884,0.0003548121,0.0004256277,0.0005257034,0.0003052319,0.0006467908,0.0007118946,0.0005914887,0.001854317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005306372,"about_ca_system_score_gemma":0.0006840393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563547,"about_ca_topic_score_gemma":0.001525258,"domain_scores_codex":[0.9993159,0.00007023056,0.00003896447,0.0002089015,0.0003027937,0.00006325029],"domain_scores_gemma":[0.9997062,0.00004694912,0.00006656779,0.00002238906,0.0001155424,0.00004219222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004119999,0.0001023136,0.005643459,0.0002050097,0.00007045631,0.0001729328,0.00005600957,0.002051564,0.9731154,0.0003733074,0.001275154,0.01652235],"study_design_scores_gemma":[0.00006268792,0.0006268513,0.01984236,0.00004293117,0.0001279243,0.0007229141,0.00007663994,0.05400819,0.9105935,0.0007756276,0.01302353,0.00009699281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8671212,0.002378678,0.1041447,0.0007195387,0.0001479191,0.0006023314,0.01310725,0.004261049,0.00751729],"genre_scores_gemma":[0.8271654,0.001266946,0.1437732,0.0004636641,0.00004997728,0.0006608839,0.01914078,0.0002309743,0.007248201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002473808,"threshold_uncertainty_score":0.008275688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2082572915303301,"score_gpt":0.4786776471918304,"score_spread":0.2704203556615004,"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."}}