{"id":"W4414280009","doi":"10.1016/s2215-0366(25)00262-7","title":"Mortality from respiratory diseases in individuals with severe mental illness: a large-scale systematic review and meta-analysis of pooled and specific diagnoses","year":2025,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"Instituto de Salud Carlos III; European Commission","keywords":"Medical diagnosis; Respiratory system; MEDLINE; Mental health; Epidemiology; Respiratory 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006114166,0.0004739895,0.006759261,0.0002578297,0.0001105851,0.00006877568,0.0006312961,0.0001056392,0.0001199306],"category_scores_gemma":[0.0001969665,0.0002457444,0.0007342264,0.00150395,0.0002091458,0.00009590959,0.000191343,0.0002784367,0.000002735233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001783524,"about_ca_system_score_gemma":0.0001254644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001714268,"about_ca_topic_score_gemma":0.0002861075,"domain_scores_codex":[0.9960895,0.001559546,0.0009286292,0.0007502544,0.0003928182,0.0002792757],"domain_scores_gemma":[0.9969431,0.00105981,0.0007791877,0.001132647,0.00001533727,0.00006997253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001259181,0.0003571687,0.00384867,0.9529829,0.03857113,0.000006215727,0.0003276247,5.871052e-7,2.553405e-7,0.0005968659,0.002561418,0.0007345423],"study_design_scores_gemma":[0.000764789,0.00004189325,0.003699961,0.07893256,0.894962,0.00000606303,0.000371991,0.00000125093,8.976212e-7,0.0004731349,0.02003231,0.0007132094],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009145266,0.9896992,0.0000017924,0.0003374857,0.00007262037,0.002507605,0.006325862,0.00002955201,0.0001113065],"genre_scores_gemma":[0.0004673498,0.9963491,0.00003521604,0.002469467,0.0000357081,0.0005133363,0.00006654095,0.00002248099,0.0000408178],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8740504,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06589996849830865,"score_gpt":0.3391489205250752,"score_spread":0.2732489520267665,"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."}}