{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002251578,0.0003360908,0.0004122116,0.001121816,0.001189082,0.001112694,0.000693574,0.0005120477,0.001979269],"category_scores_gemma":[0.003924079,0.0003936497,0.0005980941,0.001220525,0.0004362639,0.0008857804,0.001650367,0.001270038,0.0007104218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004961445,"about_ca_system_score_gemma":0.000968206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003988045,"about_ca_topic_score_gemma":0.005903682,"domain_scores_codex":[0.9989086,0.0002858371,0.0001047258,0.0003244266,0.000217997,0.0001584331],"domain_scores_gemma":[0.9973284,0.0003743139,0.0005570353,0.0006397212,0.0004942279,0.0006063069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002455951,0.0001192831,0.9958171,0.00002230679,0.0000788816,0.0001385027,0.0002093874,0.00003743713,0.000401073,0.0001157993,0.001190846,0.001623849],"study_design_scores_gemma":[0.00006691168,0.0004496352,0.9939235,0.00005201003,0.0001623889,0.0009847792,0.0005979594,0.0005481211,0.0004167989,0.00019806,0.002576162,0.00002355669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993287,0.0003593666,0.001041797,0.0001403302,0.00002663877,0.0001615491,0.004076124,0.00002288716,0.000884304],"genre_scores_gemma":[0.9922983,0.0001962007,0.0009389784,0.0002161491,0.00005749272,0.0002599981,0.005479131,0.00002119117,0.0005324923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003988045,"threshold_uncertainty_score":0.01190764,"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."}}