{"id":"W4389230260","doi":"10.1182/blood-2023-189808","title":"Clonal Hematopoiesis and Inflammation in the Vasculature (CHIVE), a Prospective, Longitudinal Clonal Hematopoiesis Cohort and Biorepository","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Biorepository; Medicine; Population; Malignancy; Disease; Prospective cohort study; Internal medicine; Oncology; Immunology; Bioinformatics; Biology; Biobank","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":[0.001284634,0.0003438645,0.0002377232,0.001010847,0.00108349,0.0006399,0.0005282135,0.0003923783,0.001623458],"category_scores_gemma":[0.001655103,0.0003400221,0.0002979854,0.0006710783,0.0003443274,0.000471675,0.001097302,0.0006355785,0.0004895551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000403939,"about_ca_system_score_gemma":0.0008992022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005880277,"about_ca_topic_score_gemma":0.008641632,"domain_scores_codex":[0.9994228,0.0001572064,0.00004705256,0.0001714887,0.00009495844,0.0001064749],"domain_scores_gemma":[0.9989569,0.0001205225,0.000221613,0.0001603305,0.0001693262,0.0003711967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002382589,0.0001753606,0.9957853,0.00001342165,0.00002984664,0.0001970033,0.0002521655,0.00003311678,0.0008045574,0.00007929118,0.0007373713,0.001654349],"study_design_scores_gemma":[0.00005866668,0.000924105,0.9944627,0.00002803505,0.0000625273,0.001043203,0.0006672559,0.0003691087,0.0005277288,0.00008239651,0.001762235,0.00001203278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970207,0.0001283538,0.0004120886,0.00005038781,0.000008895818,0.000189024,0.001706877,0.00001198171,0.0004717136],"genre_scores_gemma":[0.9952039,0.0001079814,0.0008368272,0.0001301445,0.0000311734,0.0003575783,0.002702687,0.000008993663,0.0006207197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005880277,"threshold_uncertainty_score":0.01169211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117908754926283,"score_gpt":0.2605504618246987,"score_spread":0.2493713742754359,"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."}}