{"id":"W4313522513","doi":"10.1161/jaha.122.025724","title":"Cardiovascular Risk Factors and Risk of Alzheimer Disease and Mortality: A Latent Class Approach","year":2022,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute on Aging; National Institutes of Health","keywords":"Medicine; Diabetes mellitus; Internal medicine; Incidence (geometry); Body mass index; Odds ratio; Stroke (engine); Vascular disease; Metabolic syndrome; Disease; Cardiology; Obesity; 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":[0.006409491,0.0009554452,0.001006768,0.004543355,0.001330198,0.002325074,0.001394482,0.001402955,0.003656775],"category_scores_gemma":[0.007876484,0.0004319645,0.002043471,0.002502083,0.001658566,0.001281091,0.001679175,0.001962421,0.0004150558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207644,"about_ca_system_score_gemma":0.001795028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120651,"about_ca_topic_score_gemma":0.007081858,"domain_scores_codex":[0.9964102,0.002473571,0.00009985713,0.0004062731,0.0002822121,0.0003278095],"domain_scores_gemma":[0.9959705,0.002468546,0.0005667061,0.0003801134,0.0001882766,0.0004258581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005223007,0.0005702432,0.9352043,0.0001305198,0.001673028,0.0002628323,0.0009241694,0.009623286,0.0002920625,0.0142581,0.002399135,0.03414002],"study_design_scores_gemma":[0.0003257449,0.0005278134,0.7308111,0.0003670957,0.001054368,0.0008070018,0.001864804,0.1770375,0.0001862972,0.0807647,0.006118912,0.0001347355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8683499,0.006077734,0.1092871,0.005975376,0.0002639023,0.000726442,0.002928707,0.000283685,0.006107244],"genre_scores_gemma":[0.9833951,0.001194265,0.01277071,0.0001424745,0.0002350647,0.0003759538,0.001076885,0.00003098931,0.0007786059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01120651,"threshold_uncertainty_score":0.03389704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225827974466833,"score_gpt":0.2926868318269673,"score_spread":0.270104034380284,"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."}}