{"id":"W4394770687","doi":"10.1182/bloodadvances.2023011510","title":"Clonal hematopoiesis and inflammation in the vasculature: CHIVE, a prospective, longitudinal clonal hematopoiesis cohort and biorepository","year":2024,"lang":"en","type":"article","venue":"Blood Advances","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Heart, Lung, and Blood Institute","keywords":"Biorepository; Medicine; Malignancy; Internal medicine; Prospective cohort study; Disease; Hematologic malignancy; Cohort; Oncology; Bioinformatics; Biobank; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002158335,0.0002375628,0.0003548366,0.0001294615,0.0001542618,0.0001303387,0.00005061665,0.0000724877,0.00002225668],"category_scores_gemma":[0.00005536741,0.0001461938,0.0000800511,0.0002483796,0.0001742494,0.0002953557,0.00003930329,0.0002027771,0.000003838751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003322356,"about_ca_system_score_gemma":0.00006021645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002126521,"about_ca_topic_score_gemma":0.0001000253,"domain_scores_codex":[0.9986227,0.00005821098,0.0002779114,0.0004764289,0.0003591025,0.0002056427],"domain_scores_gemma":[0.9993669,0.0002839668,0.00005422061,0.0001668347,0.00005262633,0.00007539389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008466127,0.0002434232,0.9836144,0.0004901169,0.0004143266,0.0003954427,0.0009344122,0.000002710324,0.0006199551,0.01141257,0.000100021,0.001687896],"study_design_scores_gemma":[0.001192104,0.0002551576,0.9810833,0.0004825763,0.000494328,0.00124622,0.0002158335,0.00007590441,0.01087435,0.001750429,0.002159755,0.0001700396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604442,0.03550765,0.00002208044,0.001687118,0.00009950755,0.0008744086,0.00001941139,0.00005475335,0.001290944],"genre_scores_gemma":[0.9958714,0.002225247,0.001046827,0.00008368321,0.0002473171,0.000415669,0.00002291701,0.00001683004,0.00007007486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03542731,"threshold_uncertainty_score":0.5961609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005859118181534548,"score_gpt":0.2533310955422242,"score_spread":0.2474719773606896,"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."}}