{"id":"W3033918338","doi":"10.1158/1557-3265.liqbiop20-a39","title":"Abstract A39: Concordance of 5-hydroxymethylcytosine-modified genes from circulating cell-free DNA and positron emission tomography in 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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Concordance; Medicine; Positron emission tomography; Digital polymerase chain reaction; Epigenetics; Cell-free fetal DNA; Oncology; Internal medicine; Nuclear medicine; Pathology; Gene; Polymerase chain reaction; Biology; 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":[0.0005979511,0.0001700515,0.0002290428,0.0007999071,0.0002326327,0.000556228,0.0002365798,0.0003647966,0.001722607],"category_scores_gemma":[0.001843301,0.0001496431,0.0002001367,0.0008897242,0.0002521557,0.0002295034,0.0002979531,0.000322008,0.0002990744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004114037,"about_ca_system_score_gemma":0.0001949439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002124674,"about_ca_topic_score_gemma":0.00206432,"domain_scores_codex":[0.9994886,0.00008139161,0.00004795447,0.0001843367,0.0001339219,0.00006383398],"domain_scores_gemma":[0.9987387,0.0003745735,0.0003889637,0.000100979,0.0002979031,0.0000988861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005994404,0.00001939405,0.9610019,0.00004166826,0.00008467436,0.0002052559,0.0001204895,0.0003411594,0.03051944,0.00009751471,0.0002703055,0.006698561],"study_design_scores_gemma":[0.00000914349,0.0001299975,0.9869069,0.000009149318,0.00005166552,0.0007122744,0.0001110642,0.001816666,0.009336826,0.0001177372,0.0007909274,0.00000767689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974123,0.0004122754,0.0006942884,0.00005143416,0.000009697143,0.0000078608,0.0007169012,0.00002473137,0.0006704865],"genre_scores_gemma":[0.9988942,0.00004751595,0.0004484928,0.00003205214,0.000005397781,0.000007009792,0.0004295827,0.000006177984,0.0001296971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002124674,"threshold_uncertainty_score":0.005762696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038816234453874,"score_gpt":0.402363634402437,"score_spread":0.2984820109570496,"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."}}