{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01015364,0.001553303,0.001872113,0.001553728,0.00317554,0.001360406,0.002063339,0.002057354,0.02213448],"category_scores_gemma":[0.01113618,0.001436727,0.0008580266,0.00144075,0.001249462,0.001186299,0.0017586,0.001847414,0.005873098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002996713,"about_ca_system_score_gemma":0.01265221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008088908,"about_ca_topic_score_gemma":0.01523552,"domain_scores_codex":[0.9957208,0.002161899,0.0006314767,0.0006900455,0.0004508865,0.0003448058],"domain_scores_gemma":[0.9947827,0.000844963,0.0006917116,0.001038218,0.00173347,0.0009088575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09672081,0.02027727,0.1894118,0.02043453,0.001128726,0.01192738,0.01655893,0.003675872,0.01225022,0.02197342,0.3650695,0.2405715],"study_design_scores_gemma":[0.05185128,0.03168285,0.4109072,0.01233646,0.000656969,0.003880506,0.008104076,0.002787,0.003271889,0.01095732,0.46312,0.0004444683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03516771,0.0007885987,0.007623513,0.001065178,0.0005516445,0.9307397,0.01922206,0.0001025228,0.004738994],"genre_scores_gemma":[0.02350319,0.0005239426,0.008447285,0.001171536,0.0001738574,0.9581856,0.00584013,0.00001260139,0.002141861],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02213448,"threshold_uncertainty_score":0.07404721,"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."}}