{"id":"W3138543084","doi":"10.3389/fcvm.2021.599671","title":"Multiscale Risk Factors of Cardiovascular Disease: CLSA Analysis of Genetic and Psychosocial Factors","year":2021,"lang":"en","type":"article","venue":"Frontiers in Cardiovascular Medicine","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McGill University","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec-Société et Culture; Government of Canada","keywords":"Psychosocial; Medicine; Depression (economics); Disease; Social support; Marital status; Odds ratio; Internal medicine; Gerontology; Psychology; Psychiatry; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001789197,0.0002111309,0.001945525,0.00043264,0.0001989674,0.00001035962,0.0002182628,0.0001827707,0.00007218954],"category_scores_gemma":[0.001441465,0.0001855332,0.001828421,0.001754138,0.0007445316,0.00008006822,0.00005319112,0.0002121739,1.691194e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269118,"about_ca_system_score_gemma":0.0002490137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03056367,"about_ca_topic_score_gemma":0.0008702259,"domain_scores_codex":[0.995958,0.001042091,0.0006444216,0.00049131,0.001405155,0.0004589702],"domain_scores_gemma":[0.9982923,0.0002175176,0.0001602356,0.0007399083,0.0002053895,0.0003846491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001245845,0.00003611682,0.9646659,0.0001671762,0.01421775,0.00002526442,0.008050072,0.002822506,4.730055e-7,0.0000583599,0.0004706805,0.009473263],"study_design_scores_gemma":[0.0007801309,0.00001355554,0.9380689,0.00008397318,0.009014828,1.627098e-7,0.01775886,0.0002224745,0.00001029612,0.0001243925,0.03375783,0.0001645994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7228107,0.2658009,0.008866016,0.0002667593,0.001445781,0.0003060969,0.0001167692,0.00001894056,0.0003680424],"genre_scores_gemma":[0.9722674,0.02644417,0.0009091409,0.00004236501,0.0002053365,0.000009768357,0.00004295932,0.00001838357,0.00006047338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2494567,"threshold_uncertainty_score":0.9758919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732540187772994,"score_gpt":0.2874531540466111,"score_spread":0.2701277521688811,"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."}}