{"id":"W4398160537","doi":"10.1016/j.jacasi.2024.03.007","title":"Life’s Essential 8 in Relation to Cardiovascular Disease and Mortality in Individuals With Diabetes","year":2024,"lang":"en","type":"article","venue":"JACC Asia","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Diabetes mellitus; Internal medicine; Body mass index; Blood pressure; Disease; Stroke (engine); Incidence (geometry); Type 2 diabetes; Proportional hazards model; Endocrinology","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":[0.0008349479,0.0003483119,0.0002793955,0.0007425953,0.0002690897,0.0005595546,0.0003535926,0.0003120388,0.00116754],"category_scores_gemma":[0.002283661,0.0001610245,0.0005991831,0.0008745607,0.0002721167,0.0002949886,0.0005727111,0.0006745967,0.00009187475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796345,"about_ca_system_score_gemma":0.0002516317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004523424,"about_ca_topic_score_gemma":0.005115978,"domain_scores_codex":[0.9997018,0.00008990259,0.00003564274,0.0000569458,0.0000528436,0.00006284544],"domain_scores_gemma":[0.9973887,0.0003831579,0.001417035,0.0001515784,0.0002082184,0.0004514615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001542437,0.00001360753,0.9987491,0.00001062035,0.00005941894,0.00002642532,0.00002199925,0.00004180091,0.00005155928,0.00001122771,0.00003743141,0.0008224339],"study_design_scores_gemma":[0.000005334494,0.00004914542,0.9994823,0.000005528132,0.0000435986,0.00005747814,0.00003290283,0.0001913358,0.00002637908,0.00003654874,0.00006713501,0.000002427913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985594,0.0005410792,0.00006452368,0.0000713749,0.00000804088,0.000003894379,0.0003494593,0.000002924972,0.0003993098],"genre_scores_gemma":[0.9994742,0.0001129415,0.00006791774,0.00001467673,0.000008506059,0.000003229876,0.0002379284,9.057308e-7,0.00007966914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004523424,"threshold_uncertainty_score":0.008994222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134324577975909,"score_gpt":0.2710809995848341,"score_spread":0.259737753805075,"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."}}