{"id":"W6902051811","doi":"10.6084/m9.figshare.20154227.v1","title":"Additional file 1 of Determinants of effective treatment coverage for major depressive disorder in the WHO World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bivariate analysis; Major depressive disorder; Mental health; Depression (economics); Table (database); Depressive symptoms","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001016571,0.0006162528,0.0007631843,0.002281565,0.0004863066,0.0006182236,0.0009949271,0.0005056271,0.584426],"category_scores_gemma":[0.01543428,0.0004131203,0.0005434404,0.005701448,0.000122618,0.00124099,0.0006987206,0.0007511452,0.06571549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008967983,"about_ca_system_score_gemma":0.001344727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02570273,"about_ca_topic_score_gemma":0.02882966,"domain_scores_codex":[0.9994165,0.0001481643,0.0001137761,0.00009153945,0.0001248933,0.0001051722],"domain_scores_gemma":[0.9915488,0.004934743,0.001325543,0.0003956834,0.001523186,0.0002720508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008427894,0.00005347301,0.01014702,0.0009463049,0.00003143456,0.00002407476,0.00006292301,0.0002518529,0.00001898945,0.0006035364,0.9819411,0.005834899],"study_design_scores_gemma":[0.002588026,0.0003210673,0.3879544,0.004917886,0.0002241494,0.0005327057,0.00168009,0.003623116,0.0003821884,0.005309324,0.5923406,0.0001263616],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0004569186,0.00001851042,0.00005558246,0.00006032418,0.000006450547,0.0000550072,0.9982677,0.00003193041,0.001047577],"genre_scores_gemma":[0.01675284,0.0002353476,0.001185228,0.0002244195,0.00006876394,0.001447227,0.9739451,0.0001187644,0.006022323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.584426,"threshold_uncertainty_score":0.5927659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001389736371249,"score_gpt":0.3654807725271743,"score_spread":0.3254668751634618,"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."}}