{"id":"W3033000728","doi":"10.1158/1557-3265.liqbiop20-pr03","title":"Abstract PR03: Genome-wide 5-hydroxymethylcytosine profiles in circulating cell-free DNA and survival in patients with multiple myeloma","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Multiple myeloma; Proportional hazards model; Cell-free fetal DNA; Oncology; Internal medicine; Population; 5-Hydroxymethylcytosine; Digital polymerase chain reaction; Gene; DNA methylation; Polymerase chain reaction; Biology; Gene expression; 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":[0.0002986507,0.0001816061,0.0002120525,0.0004092182,0.0002274134,0.0003397312,0.0002942129,0.0003260902,0.001494167],"category_scores_gemma":[0.0007873662,0.0001184857,0.0002348096,0.000688526,0.0001173167,0.0002273963,0.0002807134,0.0003914375,0.0002249944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586626,"about_ca_system_score_gemma":0.0002193761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002226652,"about_ca_topic_score_gemma":0.002506701,"domain_scores_codex":[0.9998337,0.00003069417,0.00001542324,0.00007030401,0.00002687238,0.00002312848],"domain_scores_gemma":[0.999532,0.00009197972,0.0001941803,0.0000357693,0.0000592404,0.0000868815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004026947,0.00001904479,0.9941711,0.00001958202,0.00005967509,0.0000501218,0.00002602063,0.0001631976,0.001786179,0.00001791926,0.0003201071,0.002964217],"study_design_scores_gemma":[0.000009526298,0.00009026868,0.9980645,0.000003923393,0.00004364721,0.0002201763,0.000033051,0.000730173,0.0004384771,0.00003550064,0.0003278415,0.000003074782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966,0.0003271853,0.0003514799,0.00006870511,0.000005504216,0.000006037697,0.002398761,0.00001929978,0.0002231423],"genre_scores_gemma":[0.9979544,0.00004631041,0.0002403225,0.00003147416,0.000009300461,0.000009837006,0.001495977,0.000004275118,0.0002081608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002226652,"threshold_uncertainty_score":0.004998505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06360966468007413,"score_gpt":0.3646550897543313,"score_spread":0.3010454250742572,"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."}}