{"id":"W2118085818","doi":"10.1016/j.genhosppsych.2008.05.001","title":"Major depression as a risk factor for chronic disease incidence: longitudinal analyses in a general population cohort","year":2008,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":259,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Health Canada","keywords":"Medicine; Incidence (geometry); Population; Depression (economics); Cohort study; Cohort; Hazard ratio; Chronic bronchitis; Comorbidity; Internal medicine; Demography; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006746175,0.0003177481,0.0002926547,0.0002156912,0.0004093662,0.00005327529,0.0003329407,0.0001210545,0.0001863929],"category_scores_gemma":[0.000257337,0.0002849763,0.0002732206,0.0004600755,0.0001132496,0.0004116093,0.0000827203,0.0002239209,0.0000444782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390272,"about_ca_system_score_gemma":0.0002348453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007034579,"about_ca_topic_score_gemma":0.0004024389,"domain_scores_codex":[0.9975789,0.0001090333,0.0004213805,0.0008992155,0.000441906,0.0005495424],"domain_scores_gemma":[0.9990512,0.00004900758,0.0002115015,0.0004019846,0.00003221996,0.0002541466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002127771,0.0002871138,0.9910725,0.0000335508,0.00001352886,0.00002267291,0.00009274261,0.001179012,0.004554596,0.0002544064,0.0006712399,0.001605806],"study_design_scores_gemma":[0.001448055,0.000264013,0.9892457,0.00003336202,0.00002724042,0.00001097339,0.00001384296,0.003894027,0.001538191,0.003050771,0.00006407837,0.0004097189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952344,0.00147516,0.0003153485,0.0002745847,0.001359542,0.0009381101,0.0002034372,0.0001107819,0.00008858369],"genre_scores_gemma":[0.9965771,0.0002281812,0.001392132,0.0003280318,0.0007675051,0.0001550165,0.0000479908,0.00004314585,0.0004608748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003016405,"threshold_uncertainty_score":0.9999602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732929576106845,"score_gpt":0.3226129173275099,"score_spread":0.2952836215664414,"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."}}