{"id":"W3031419087","doi":"10.1161/jaha.120.017252","title":"American Heart Association EPI|Lifestyle Scientific Sessions: 2020 Meeting Highlights","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Institute of General Medical Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Medical school; Gerontology; Family medicine; Population; Epidemiology; Library science; Medical education; Internal medicine","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":[0.003236739,0.00018118,0.001175462,0.0001286355,0.0004866559,0.0001045622,0.0001722422,0.00007957908,0.00001984088],"category_scores_gemma":[0.006564019,0.0001245943,0.001071951,0.001589927,0.000103449,0.0001972082,0.00006450464,0.0007247319,0.00006695066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699736,"about_ca_system_score_gemma":0.000681538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00032256,"about_ca_topic_score_gemma":0.0000269308,"domain_scores_codex":[0.995634,0.0009748712,0.0008096112,0.0002597396,0.001846224,0.0004755956],"domain_scores_gemma":[0.9959558,0.0006723756,0.001878017,0.0002687269,0.0007443937,0.0004806946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001089545,0.00006957582,0.8812779,0.00002209335,0.000306542,0.000006331628,0.0005632644,0.00008137895,0.007893126,0.000002323238,0.1087651,0.0009034144],"study_design_scores_gemma":[0.0007865621,0.0004112975,0.799868,0.0001366175,0.000408533,0.00005741282,0.0006339551,0.0002096332,0.001782426,0.0000122302,0.1955453,0.0001479601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989174,0.0002951592,0.00003328924,0.09917662,0.001149656,0.0002713266,0.0000117006,0.00003978253,0.0001051006],"genre_scores_gemma":[0.9884239,0.0002926744,0.001036876,0.007821876,0.001923788,0.000003751365,0.000004621,0.00003159362,0.0004608653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09135474,"threshold_uncertainty_score":0.7858218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313122130836275,"score_gpt":0.2891636334767453,"score_spread":0.2760324121683826,"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."}}