{"id":"W4405968933","doi":"10.1093/geroni/igae098.4133","title":"BIOMARKERS OF HEALTH AND AGING IN A COHORT OF VIETNAMESE ADULTS AGED 60 AND OLDER","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Vietnamese; Cohort; Gerontology; Medicine; Psychology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001402786,0.00006782469,0.0002877745,0.0008355918,0.0000165553,0.000005851658,0.00001467706,0.00003947069,0.00000324637],"category_scores_gemma":[0.0001213998,0.00006093118,0.00002291532,0.001365578,0.00004616545,0.00007153678,0.00001705093,0.0001488259,1.306715e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006265107,"about_ca_system_score_gemma":0.000175959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078042,"about_ca_topic_score_gemma":0.0000600385,"domain_scores_codex":[0.9989218,0.00005293438,0.0005696361,0.0001700253,0.0001533656,0.0001322849],"domain_scores_gemma":[0.9996759,0.00004922285,0.00008619716,0.00009840811,0.00005550318,0.0000348069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003832731,0.00001834295,0.9055109,0.002890752,0.0000492429,0.00002047451,0.00713212,0.00000299937,0.0007413431,0.000129667,0.00004655943,0.08341928],"study_design_scores_gemma":[0.001293411,0.00003383941,0.991721,0.003591663,0.000009697702,0.00002459436,0.001969461,0.0007496485,0.0002791324,0.00003795778,0.0002349953,0.00005461109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905681,0.007410952,0.000186368,0.001275694,0.0001016701,0.0003588558,0.00000255712,0.00001587595,0.00007993026],"genre_scores_gemma":[0.9986845,0.000793569,0.000255798,0.0002013845,0.00001700692,0.000007816173,0.00002251934,0.000009305729,0.000008137054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08621009,"threshold_uncertainty_score":0.2484701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337471165713316,"score_gpt":0.3105187922294184,"score_spread":0.2971440805722853,"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."}}