{"id":"W4410587594","doi":"10.1097/01.hjh.0001115656.28580.a8","title":"METABOLIC IMPACT OF SOCIAL TRANSITIONS IN CANADA: A PROSPECTIVE STUDY OF AGING WOMEN AND MEN IN THE CANADIAN LONGITUDINAL STUDY ON AGING (2011-2021)","year":2025,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Gerontology; Prospective cohort study; Longitudinal study; Demography; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007961061,0.0006049284,0.0006090393,0.001099549,0.00360172,0.001133176,0.001336355,0.0006871988,0.001400424],"category_scores_gemma":[0.001325812,0.0004538521,0.0008358258,0.003725806,0.0004536987,0.0004004518,0.001032969,0.001000738,0.0002227901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01668084,"about_ca_system_score_gemma":0.02181056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939173,"about_ca_topic_score_gemma":0.9964469,"domain_scores_codex":[0.9991731,0.00005420909,0.00004130552,0.0001655765,0.0003132558,0.0002525131],"domain_scores_gemma":[0.9989694,0.00002446296,0.0001826735,0.00004422123,0.0005020963,0.0002771685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007999398,0.00003402144,0.9953268,0.00003473042,0.0001079594,0.00004812846,0.000410953,0.00005272908,0.000142094,0.00007983576,0.001195231,0.002487471],"study_design_scores_gemma":[0.000005612638,0.00000971357,0.9990628,0.00001529922,0.00002591459,0.00001877215,0.0002830954,0.00009547361,0.00001789428,0.00001277432,0.0004475904,0.000005047669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983787,0.002093714,0.0001931494,0.0007070709,0.00003773987,0.0001021456,0.01107798,0.00001686692,0.001984347],"genre_scores_gemma":[0.9934182,0.0007896496,0.0003194699,0.0002170044,0.0000140549,0.00004925887,0.004142,0.000006610144,0.001043804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01668084,"threshold_uncertainty_score":0.1210285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175396891355586,"score_gpt":0.299245343862235,"score_spread":0.2674913749486791,"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."}}