{"id":"W6976462411","doi":"10.60692/6ps9v-j1c08","title":"Study protocol of DIVERGE, the first genetic epidemiological study of major depressive disorder in Pakistan","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Major depressive disorder; Socioeconomic status; Context (archaeology); Epidemiology; Mental illness; Depression (economics); Exploratory research; Mental health","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":[0.009263754,0.00162515,0.002043664,0.001601422,0.003835913,0.001602712,0.001996265,0.002347002,0.03531211],"category_scores_gemma":[0.01134876,0.001569772,0.0008942761,0.001354518,0.0009827665,0.001331328,0.001730893,0.002352145,0.009293614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003015868,"about_ca_system_score_gemma":0.01210522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023217,"about_ca_topic_score_gemma":0.01788082,"domain_scores_codex":[0.9965644,0.001661642,0.0005821249,0.0005268329,0.0003571415,0.0003078769],"domain_scores_gemma":[0.9948499,0.0008821234,0.0005789908,0.00104959,0.001776863,0.0008624815],"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":[0.06752109,0.01787617,0.09152351,0.01629276,0.0007117352,0.007935514,0.01236746,0.002703589,0.007707941,0.01647474,0.5116937,0.2471918],"study_design_scores_gemma":[0.04063282,0.02424209,0.2500614,0.01078573,0.0004642053,0.00292945,0.008385828,0.002535716,0.002619517,0.01037655,0.6465079,0.0004586646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02309262,0.0008122843,0.007875475,0.001303295,0.0006519335,0.9361395,0.02364209,0.0001551607,0.006327673],"genre_scores_gemma":[0.01475336,0.0006325144,0.009196921,0.001420398,0.0001981344,0.9638848,0.007210214,0.00001875595,0.002684922],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03531211,"threshold_uncertainty_score":0.1181308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824378693541234,"score_gpt":0.2895493107446248,"score_spread":0.2613055238092125,"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."}}