{"id":"W4404341231","doi":"10.1161/circ.150.suppl_1.4138731","title":"Abstract 4138731: Clonal Hematopoiesis of Indeterminant Potential is Associated with Pulmonary Arterial Hypertension","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Biomarkers in Disease Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Queen's University","funders":"","keywords":"Medicine; Pulmonary hypertension; Cardiology; Haematopoiesis; Internal medicine; Stem cell; Genetics","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":[0.0003981799,0.0005995227,0.0003393919,0.0008495593,0.0004177428,0.0004624812,0.0004907811,0.0007469459,0.007903462],"category_scores_gemma":[0.001421706,0.0001708182,0.0003214792,0.0008929341,0.0003764866,0.0001973801,0.0002667305,0.0005255849,0.0005507562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323204,"about_ca_system_score_gemma":0.0001456717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196324,"about_ca_topic_score_gemma":0.0007995185,"domain_scores_codex":[0.9996983,0.00008130139,0.00002798416,0.0001022798,0.00005217082,0.00003798764],"domain_scores_gemma":[0.998624,0.0005042629,0.000506945,0.00007051892,0.00009253869,0.0002018796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001461922,0.00007339081,0.9743423,0.00008781202,0.0002245937,0.004718477,0.0001287872,0.0001519788,0.01201276,0.0001558287,0.001067591,0.005574564],"study_design_scores_gemma":[0.00005886513,0.0001937845,0.9864244,0.00002654595,0.0001773249,0.01008817,0.00008800186,0.0006827078,0.001195862,0.0002001862,0.0008536777,0.00001054485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974892,0.0004207937,0.0004969275,0.0001448498,0.00002985628,0.00001012007,0.000753395,0.00002111174,0.0006336412],"genre_scores_gemma":[0.9988048,0.00007735805,0.0002396757,0.00005586438,0.00006224585,0.000007888798,0.0003786103,0.000008280518,0.0003652218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007903462,"threshold_uncertainty_score":0.02643973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250593160225711,"score_gpt":0.2143855790737071,"score_spread":0.20187964747145,"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."}}