{"id":"W3032987257","doi":"10.1002/pros.24025","title":"Development and initial clinical correlation of a DNA methylation‐based blood test for prostate cancer","year":2020,"lang":"en","type":"article","venue":"The Prostate","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University","funders":"Prostate Cancer Canada","keywords":"Prostate cancer; DNA methylation; Methylation; Cancer; CpG site; Prostate; Cancer research; Medicine; Polymerase chain reaction; Oncology; Biology; Internal medicine; DNA; Gene; Genetics; Gene expression","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003204216,0.0004878129,0.0003269042,0.001009507,0.0002756465,0.0005625619,0.0005277867,0.0006841153,0.00130922],"category_scores_gemma":[0.007054781,0.000204419,0.0001717339,0.0004078549,0.0003749752,0.00029305,0.0003230519,0.0008021249,0.0007287081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005492671,"about_ca_system_score_gemma":0.000710034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000857,"about_ca_topic_score_gemma":0.0009966433,"domain_scores_codex":[0.9984264,0.0005057494,0.0001153785,0.0002886509,0.0005774914,0.0000863747],"domain_scores_gemma":[0.9976522,0.0008675926,0.0001852832,0.0001618994,0.0009699499,0.000162958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002226992,0.000827747,0.6298613,0.0002479419,0.0001095085,0.0009263831,0.0003849099,0.002391342,0.1794694,0.001174465,0.003506411,0.1788736],"study_design_scores_gemma":[0.0002278969,0.01396536,0.6032993,0.0001670852,0.0002116385,0.00902709,0.0003359405,0.03103727,0.3101589,0.001122267,0.0303743,0.00007301633],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171991,0.00490167,0.06378537,0.001026253,0.0001692514,0.001645649,0.00147639,0.0006680198,0.009128262],"genre_scores_gemma":[0.9690948,0.0004284319,0.02759488,0.0003782208,0.00004067067,0.0003290364,0.0009452545,0.00002882891,0.001159963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003204216,"threshold_uncertainty_score":0.01694572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178129328922173,"score_gpt":0.315697426567317,"score_spread":0.2839161332780952,"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."}}