{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00188619,0.000127731,0.0003237459,0.0008146092,0.0005819821,0.00113417,0.0003981558,0.0007949015,0.005073332],"category_scores_gemma":[0.008266186,0.0001197088,0.000707695,0.0009757511,0.00065526,0.0007344878,0.002144312,0.001195662,0.0002165839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105384,"about_ca_system_score_gemma":0.001836651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03320676,"about_ca_topic_score_gemma":0.04746603,"domain_scores_codex":[0.9983071,0.0008646438,0.00007861219,0.0001250619,0.0002228109,0.0004017767],"domain_scores_gemma":[0.9975392,0.0009251044,0.0005886443,0.0001133208,0.0002543411,0.0005794742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004927907,0.0001985774,0.5559369,0.001217406,0.001277048,0.0004977906,0.003253298,0.0006755814,0.0003954591,0.05746176,0.05225981,0.3263337],"study_design_scores_gemma":[0.00007653464,0.0001078826,0.9293643,0.003215105,0.0004213884,0.0004154778,0.002239294,0.0005276445,0.0001180072,0.02442381,0.03905389,0.00003681409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4816356,0.1453617,0.001335535,0.3030662,0.001741831,0.00009285006,0.004528106,0.00004130945,0.062197],"genre_scores_gemma":[0.9599284,0.02984892,0.0004511359,0.007336035,0.0007761672,0.00003492747,0.0004969042,0.0000109109,0.001116538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03320676,"threshold_uncertainty_score":0.06602693,"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."}}