{"id":"W4323537794","doi":"10.1101/2023.03.06.23286584","title":"Relapse timing is associated with distinct evolutionary dynamics in DLBCL","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Terry Fox Research Institute; Canada's Michael Smith Genome Sciences Centre; University of British Columbia; Queen's University; Spinal Cord Injury BC; Princess Margaret Cancer Centre; Simon Fraser University","funders":"National Cancer Institute; Terry Fox Research Institute; Provincial Health Services Authority; Genome British Columbia; Michael Smith Health Research BC; Canadian Institutes of Health Research; Genome Canada","keywords":"Concordance; Biology; Lymphoma; Exome sequencing; Oncology; Disease; Exome; Mutation; Internal medicine; Gene; Genetics; Medicine; Immunology","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":[0.0004380652,0.0001575261,0.0003428047,0.0006821872,0.0002464334,0.0005570403,0.0001740758,0.0002930357,0.00104056],"category_scores_gemma":[0.001770602,0.000128637,0.0002703526,0.000565619,0.0002503041,0.0003049166,0.0005344618,0.0003352776,0.000181117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001945182,"about_ca_system_score_gemma":0.000117111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005587036,"about_ca_topic_score_gemma":0.0008889731,"domain_scores_codex":[0.999564,0.00008927142,0.00004586469,0.0001499785,0.00006337021,0.000087479],"domain_scores_gemma":[0.999144,0.0002230641,0.0003958774,0.00007918394,0.00004799571,0.0001098266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000807765,0.00003524655,0.9647241,0.00002154521,0.0001226373,0.000410943,0.0002626263,0.000342109,0.02289301,0.00008258239,0.00009764505,0.01019967],"study_design_scores_gemma":[0.000007949998,0.00009791838,0.9959992,0.000004513133,0.00003492846,0.001139802,0.0001529561,0.0006459107,0.001462493,0.000183666,0.0002637012,0.000006972195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994979,0.0001414752,0.0001592955,0.00001377074,0.000001122237,0.00000129107,0.00007246081,0.000005641416,0.0001071038],"genre_scores_gemma":[0.9995522,0.00003590273,0.0001030913,0.00001171576,0.000002537579,0.000001917907,0.0002248612,0.000007811183,0.00006002287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00104056,"threshold_uncertainty_score":0.003480971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03637405617765748,"score_gpt":0.280804741061227,"score_spread":0.2444306848835695,"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."}}