{"id":"W7115683121","doi":"10.1136/bmjph-2025-003051","title":"Early life adversity and the comorbidity of psychopathology and cardiometabolic disorders: insights from the UK Biobank","year":2025,"lang":"en","type":"article","venue":"BMJ Public Health","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Douglas College","funders":"Canadian Institutes of Health Research; Harvard University; JPB Foundation; Hope for Depression Research Foundation","keywords":"Biobank; Comorbidity; Psychopathology; Multimorbidity; Psychiatric comorbidity; Life course approach","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002681775,0.0003088179,0.0006064328,0.002193563,0.0007288098,0.001195371,0.0006655044,0.0006927256,0.004581973],"category_scores_gemma":[0.01394111,0.0004639814,0.0004845529,0.00624943,0.0003857757,0.000973849,0.002907753,0.0006849814,0.0006701573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105116,"about_ca_system_score_gemma":0.001024087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08754796,"about_ca_topic_score_gemma":0.1001575,"domain_scores_codex":[0.9975603,0.00106114,0.0004113121,0.000413324,0.0003455364,0.0002082914],"domain_scores_gemma":[0.9901308,0.002191623,0.004677416,0.001380964,0.001054424,0.0005648592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001172979,0.00002173787,0.9910544,0.0001143332,0.0001286737,0.0001776741,0.0009832042,0.0001356578,0.0001378611,0.0001367883,0.002266248,0.004726249],"study_design_scores_gemma":[0.000008655102,0.0000147207,0.9980664,0.00008006993,0.00003580379,0.0001222988,0.000224893,0.00009782131,0.00002567613,0.0000700676,0.001246142,0.000007505919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721925,0.001962748,0.0006756064,0.00103126,0.00002470491,0.00008274466,0.02227941,0.00001175267,0.001739387],"genre_scores_gemma":[0.9776243,0.002420602,0.001462399,0.0003187496,0.00003917048,0.0002621463,0.0167674,0.00001394469,0.001091255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08754796,"threshold_uncertainty_score":0.1740767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04698751356988773,"score_gpt":0.3278248457914256,"score_spread":0.2808373322215379,"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."}}