{"id":"W4414181287","doi":"10.1192/j.eurpsy.2025.1533","title":"Shared Genetics between Depression and Cardiometabolic Disorders","year":2025,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Birth, Development, and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Peace Arch Hospital; Vancouver Coastal Health","funders":"","keywords":"Depression (economics); Disease; Obesity; Coronary artery disease; Diabetes mellitus; Type 2 diabetes; Major depressive disorder; Mood disorders; Blood pressure","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":[0.0005191653,0.0003058914,0.0007063588,0.001527669,0.0003737005,0.0008027175,0.0003543433,0.0005423085,0.007240204],"category_scores_gemma":[0.002033528,0.0001800895,0.0006526673,0.002505763,0.0005569066,0.0003908726,0.0007828485,0.000481344,0.0003754688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005774785,"about_ca_system_score_gemma":0.0008697805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003768078,"about_ca_topic_score_gemma":0.004937233,"domain_scores_codex":[0.999307,0.0001997384,0.0001191374,0.0001888446,0.0001325982,0.00005262217],"domain_scores_gemma":[0.9989569,0.0004835271,0.0003634059,0.00005524055,0.00008787123,0.00005299806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006526682,0.0001739956,0.6149126,0.01720803,0.004646725,0.01316338,0.002082388,0.0008109219,0.004701829,0.01162465,0.007117172,0.3229057],"study_design_scores_gemma":[0.0001645221,0.0002499869,0.9052977,0.007053417,0.00264519,0.02988538,0.001474611,0.000342292,0.0007226067,0.01757718,0.03454135,0.00004574368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5320069,0.4154563,0.005801206,0.01040685,0.0004262023,0.0004248821,0.009101063,0.0000945604,0.02628206],"genre_scores_gemma":[0.9109726,0.08053242,0.003197198,0.0008642146,0.0003224975,0.0001051347,0.002523069,0.000007104365,0.001475706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007240204,"threshold_uncertainty_score":0.02422088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380939482776783,"score_gpt":0.2893169302199953,"score_spread":0.2755075353922275,"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."}}