{"id":"W2989524178","doi":"10.1182/blood-2019-123877","title":"Clinical Categorization of Chronic Myelomonocytic Leukemia into Proliferative and Dysplastic Subtypes Correlates with Distinct Genomic, Transcriptomic and Epigenomic Signatures","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Epigenomics; H3K4me3; Biology; Epigenetics; Chronic myelomonocytic leukemia; DNA methylation; Genetics; Medicine; Bone marrow; Immunology; Gene; Myelodysplastic syndromes; Gene expression","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":[0.0002525554,0.0001734671,0.0001787504,0.0006799508,0.0001548722,0.0004466126,0.0001496743,0.0002319156,0.00107928],"category_scores_gemma":[0.000536708,0.00008622557,0.0001199995,0.0006100124,0.0002150314,0.0001663925,0.0002952044,0.0002070207,0.0002222019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965438,"about_ca_system_score_gemma":0.0001508673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006051715,"about_ca_topic_score_gemma":0.001038531,"domain_scores_codex":[0.9997795,0.00003424813,0.00001892833,0.00007961986,0.00004872911,0.000038883],"domain_scores_gemma":[0.9997619,0.00005022335,0.0001094001,0.00001416309,0.00003727523,0.00002700395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007009689,0.0000416058,0.8544605,0.0001365382,0.00007925426,0.0002660371,0.000250888,0.0002760484,0.1118186,0.0002077332,0.0006208176,0.03114094],"study_design_scores_gemma":[0.00001452523,0.0001057068,0.9908407,0.00002254723,0.00003832758,0.001154777,0.0001613648,0.0004078058,0.005313708,0.0003108577,0.00162119,0.000008578629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961762,0.001103654,0.0007189993,0.00008587541,0.000005943717,0.00002055157,0.001075931,0.00001506074,0.0007976681],"genre_scores_gemma":[0.9967142,0.0003790111,0.0008740918,0.0001032575,0.00001483939,0.00002920082,0.001622093,0.000006386782,0.0002568407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00107928,"threshold_uncertainty_score":0.003610611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008778857484765272,"score_gpt":0.2630572344972183,"score_spread":0.254278377012453,"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."}}