{"id":"W4389247513","doi":"10.1182/blood-2023-181972","title":"Clonal Hematopoiesis, Inflammation, Hemostasis, and Cardiometabolic Biomarkers: The Reasons for Geographic and Racial Differences in Stroke Study","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Internal medicine; Population; Stroke (engine); Biomarker; Cohort; Disease; Prospective cohort study; Oncology; Genetics; 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":[0.00149787,0.000396247,0.0005294169,0.0004509249,0.000628226,0.0006914776,0.0005614937,0.0005627284,0.001448668],"category_scores_gemma":[0.002450708,0.0002710282,0.0007374507,0.001140894,0.0002070475,0.0003684463,0.0005394341,0.0007871996,0.0001769713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046691,"about_ca_system_score_gemma":0.000560208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009721139,"about_ca_topic_score_gemma":0.01216182,"domain_scores_codex":[0.9992149,0.0002616863,0.0001014271,0.0001893708,0.0001370869,0.00009548268],"domain_scores_gemma":[0.9982201,0.0002370828,0.0007257261,0.0002891549,0.0002228629,0.0003049459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006783133,0.00008723338,0.9949085,0.00003581328,0.0004735613,0.0001193044,0.00009307802,0.00008762142,0.0003646427,0.00009231739,0.0009976666,0.00206183],"study_design_scores_gemma":[0.00004873062,0.0001182738,0.9985202,0.0000113351,0.0001950329,0.0001340219,0.0000779604,0.0002326205,0.00007891293,0.00006300404,0.0005136782,0.000006293837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936348,0.0006544856,0.0003660247,0.0002807291,0.00003526759,0.0001344498,0.003131044,0.00001766784,0.001745452],"genre_scores_gemma":[0.9971833,0.0001510143,0.0003636955,0.0001362689,0.00006190699,0.00007729922,0.001413783,0.000006923268,0.0006057679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009721139,"threshold_uncertainty_score":0.01932907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663694323042657,"score_gpt":0.2991868368453778,"score_spread":0.2725498936149512,"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."}}