{"id":"W4312019550","doi":"10.1097/ypg.0000000000000333","title":"Study protocol of DIVERGE, the first genetic epidemiological study of major depressive disorder in Pakistan","year":2022,"lang":"en","type":"article","venue":"Psychiatric Genetics","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"European Commission","keywords":"Socioeconomic status; Context (archaeology); Major depressive disorder; Psychopathology; Mental illness; Psychiatry; Medicine; Mental health; Depression (economics); Psychology; Environmental health; Population; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0009793945,0.0002357958,0.0004681971,0.0001091482,0.0002765161,0.000004777321,0.000708646,0.0001025905,0.00005806832],"category_scores_gemma":[0.0001264699,0.00017591,0.000139865,0.0005100602,0.00009162111,0.000001171008,0.0007277964,0.0002291819,0.000001139308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002369703,"about_ca_system_score_gemma":0.00008248729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003114906,"about_ca_topic_score_gemma":0.001323794,"domain_scores_codex":[0.9966833,0.001072183,0.001079504,0.0005241207,0.0002926297,0.000348258],"domain_scores_gemma":[0.9983125,0.0001359621,0.0006386028,0.0007621624,0.0001017721,0.00004898024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001526569,0.003314754,0.9710692,0.00001732132,0.0001091963,0.000002366065,0.0006414513,0.02301805,0.00009357869,0.000006905446,0.000935549,0.0006390036],"study_design_scores_gemma":[0.00352764,0.004748593,0.981428,0.000001323103,0.00008876531,0.000005078346,0.006078806,0.0002107507,0.00002456759,0.0002220646,0.003480034,0.0001844376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961156,0.0005782101,0.0002221077,0.0001592517,0.0001939914,0.0375318,0.00003288819,0.000004867866,0.0001208562],"genre_scores_gemma":[0.9598118,0.00003387986,0.00068948,0.00008757832,0.00007009072,0.03921998,0.00001149638,0.000021962,0.00005375119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0228073,"threshold_uncertainty_score":0.7173401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793613355873248,"score_gpt":0.333260496427746,"score_spread":0.3153243628690136,"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."}}