{"id":"W4293224403","doi":"10.3389/fcvm.2022.964650","title":"Growth differentiation factor-15 as a biomarker of atherosclerotic coronary plaque: Value in people living with and without HIV","year":2022,"lang":"en","type":"article","venue":"Frontiers in Cardiovascular Medicine","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Centre Hospitalier de l’Université de Montréal; HIV Legal Network; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; McGill University; Canadian Foundation for AIDS Research; Styrelsen för Internationellt Utvecklingssamarbete; Pfizer; National Institutes of Health; National Science Foundation","keywords":"Medicine; GDF15; Internal medicine; Confounding; Biomarker; Population; Coronary artery disease; Gastroenterology; Cardiology; Hounsfield scale; Coronary atherosclerosis; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006222764,0.0003503689,0.0004286042,0.000972486,0.0004030856,0.0006379608,0.0003205127,0.0006396174,0.0007307871],"category_scores_gemma":[0.001686895,0.0001918137,0.000265736,0.000647273,0.0002782012,0.0003776858,0.0005103873,0.000434609,0.0001061666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171356,"about_ca_system_score_gemma":0.0001487224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002595397,"about_ca_topic_score_gemma":0.002846893,"domain_scores_codex":[0.9997882,0.00006751041,0.00002470645,0.00005971225,0.00003444203,0.00002550682],"domain_scores_gemma":[0.9994909,0.000129109,0.000175695,0.00002526896,0.00006677183,0.0001123346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002504191,0.0000240641,0.9965909,0.00001808173,0.00006191514,0.00003404513,0.0000644982,0.00004710601,0.0003241801,0.000009363714,0.00003067449,0.002544802],"study_design_scores_gemma":[0.00001392233,0.0002888295,0.9978143,0.00001992882,0.00009192636,0.0003056498,0.0001967756,0.0006919284,0.0002720718,0.00006737269,0.0002305246,0.000006810925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979427,0.001435578,0.00009737659,0.00004346536,0.000009703133,0.00001037448,0.000179869,0.000004344777,0.0002765427],"genre_scores_gemma":[0.99937,0.0001713997,0.0002497852,0.00002440989,0.00001068265,0.000007542872,0.0000907671,6.419235e-7,0.00007471234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002595397,"threshold_uncertainty_score":0.00516063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008359344158257426,"score_gpt":0.208150605773862,"score_spread":0.1997912616156046,"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."}}