{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008890919,0.0002577145,0.001049469,0.000603904,0.00007781246,0.000004474758,0.0001166751,0.0001270947,0.0001098431],"category_scores_gemma":[0.0001724932,0.0001932592,0.0001997551,0.0007782512,0.0002292828,0.00007128927,0.0001050373,0.0004345453,7.287961e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710537,"about_ca_system_score_gemma":0.0001135779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006492333,"about_ca_topic_score_gemma":0.0000163004,"domain_scores_codex":[0.9974889,0.0003849838,0.0004332762,0.000466049,0.0009061584,0.0003205946],"domain_scores_gemma":[0.9992062,0.00007751845,0.0001198843,0.0004040616,0.00005665562,0.0001357182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005616818,0.0001415664,0.9904877,0.0002787834,0.001630616,0.0001179179,0.002860888,0.0001365063,0.0006792702,0.000009610581,0.0005473364,0.002548154],"study_design_scores_gemma":[0.007719006,0.00057366,0.9815353,0.0009321208,0.0006735683,0.0004643077,0.004488583,0.003099075,0.0000472754,0.00004102517,0.000220389,0.0002057607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750537,0.02037739,0.002142363,0.0004581336,0.0004698597,0.0008475436,0.00000785992,0.00003410934,0.000609034],"genre_scores_gemma":[0.9982349,0.0007587055,0.0005708328,0.00009336181,0.00004059403,0.00006261273,0.00004668086,0.00004676528,0.0001454939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02318125,"threshold_uncertainty_score":0.7880881,"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."}}