{"id":"W4386726624","doi":"10.1017/s0033291723002635","title":"Mental illness and cardiovascular health: observational and polygenic score analyses in a population-based cohort study","year":2023,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Medical Research Council; Universitair Medisch Centrum Groningen; University of Bristol; National Institute for Health and Care Research; Stichting Volksbond Rotterdam; Ministerie van Volksgezondheid, Welzijn en Sport; National Alliance for Research on Schizophrenia and Depression","keywords":"Bipolar disorder; Schizophrenia (object-oriented programming); Mental illness; Confounding; Medicine; Major depressive disorder; Psychiatry; Population; Cohort study; Cohort; Mental health; Clinical psychology; Internal medicine; Mood","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":[0.003316323,0.00043561,0.0006726528,0.0008850224,0.0008546729,0.0009812869,0.0008236603,0.0007121837,0.001023561],"category_scores_gemma":[0.004578687,0.0006047408,0.001451114,0.002294079,0.0004142604,0.0004703258,0.0009391735,0.001076965,0.0001953673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004782376,"about_ca_system_score_gemma":0.0007396399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03583367,"about_ca_topic_score_gemma":0.03266295,"domain_scores_codex":[0.9979551,0.00103188,0.0001655505,0.0004270305,0.0002349823,0.000185389],"domain_scores_gemma":[0.995752,0.0009023384,0.001099382,0.001332827,0.0003672749,0.0005462197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002175368,0.00004147148,0.9981117,0.000008961732,0.000564976,0.00005374189,0.0000574302,0.00009947932,0.0001764823,0.00002918876,0.0001603142,0.0004787204],"study_design_scores_gemma":[0.00002782816,0.00007050231,0.9988305,0.000005116427,0.0001694533,0.00008627684,0.00007106292,0.0005562603,0.0000250009,0.00003699386,0.0001149769,0.000005993393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969431,0.0002200991,0.0006156886,0.00004749592,0.00001279779,0.00002197755,0.001977674,0.000007526873,0.0001536326],"genre_scores_gemma":[0.9972684,0.00012333,0.0004440911,0.00003574362,0.00001479035,0.0000408347,0.001941498,0.000004784514,0.0001264943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03583367,"threshold_uncertainty_score":0.07125014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1383654079601566,"score_gpt":0.4247256882218747,"score_spread":0.2863602802617181,"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."}}