{"id":"W4413439198","doi":"10.1016/j.lanepe.2025.101373","title":"Mental health disorders and their impact on cardiovascular health disparities","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Europe","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Mental health; Medicine; Cardiovascular health; Environmental health; Psychiatry; Psychology; Internal medicine; Disease","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":[0.002795472,0.0004163761,0.001592514,0.0001803998,0.001142762,0.00003222684,0.0001895473,0.00006340307,0.000009754319],"category_scores_gemma":[0.00004168992,0.0002401438,0.0004032671,0.0005313007,0.0002636407,0.00006146005,0.0001064799,0.0007560059,0.00002365125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011531,"about_ca_system_score_gemma":0.003502238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008816567,"about_ca_topic_score_gemma":0.0003888794,"domain_scores_codex":[0.9958532,0.0009655168,0.0006893264,0.0005822423,0.0005110522,0.001398629],"domain_scores_gemma":[0.9975757,0.0002308837,0.0002338255,0.0008910073,0.00005496992,0.001013638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002818662,0.000451885,0.01962105,0.005021737,0.0004242368,0.000005271578,0.002681324,0.00003949168,0.00000182488,0.01083924,0.661412,0.2966833],"study_design_scores_gemma":[0.002990394,0.001913208,0.2884801,0.001120494,0.00001403358,0.0001584608,0.0004365538,0.00008710783,0.000001607801,0.0003819851,0.7042496,0.0001664429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08392046,0.09417742,0.0001433654,0.812413,0.0008638626,0.003393007,0.000335364,0.0002089214,0.004544626],"genre_scores_gemma":[0.6064689,0.1409589,0.000107106,0.250637,0.0007212117,0.00006797298,0.0002764148,0.00005572386,0.000706828],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.561776,"threshold_uncertainty_score":0.9977838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03627770459278712,"score_gpt":0.3574879962667891,"score_spread":0.3212102916740019,"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."}}