{"id":"W2155863152","doi":"10.1017/s2045796015000451","title":"Global Mental Health: concepts, conflicts and controversies","year":2015,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Psychological intervention; Psychosocial; Mental illness; Global mental health; Colonialism; Psychiatry; Ideology; Medicine; Psychology; Sociology; Political science; Criminology; Public relations; Law; Politics","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":[0.0231064,0.001137879,0.001816869,0.005303829,0.01062578,0.0196607,0.002967135,0.01424701,0.006383138],"category_scores_gemma":[0.02797031,0.0006606741,0.0008375029,0.007415793,0.07155517,0.03291853,0.01506489,0.01925977,0.001397549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009044993,"about_ca_system_score_gemma":0.009615581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005007867,"about_ca_topic_score_gemma":0.005399289,"domain_scores_codex":[0.9876387,0.007146687,0.0006379782,0.001399632,0.00229005,0.0008869356],"domain_scores_gemma":[0.9705531,0.02380354,0.001211364,0.001322977,0.001537341,0.001571725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002929563,0.0000290088,0.000534702,0.001224558,0.00003423563,0.000270297,0.02031902,0.0001186108,0.0000800457,0.773299,0.1054801,0.09858119],"study_design_scores_gemma":[0.00001400152,0.00002763076,0.0008713264,0.004925615,0.00001604456,0.0005005924,0.03031914,0.0001035981,0.00004366182,0.5353428,0.4277799,0.00005588443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00152198,0.3027501,0.0007715463,0.6749824,0.008351835,0.00001037504,0.00004968892,0.00001973285,0.01154244],"genre_scores_gemma":[0.1463269,0.4600722,0.003027875,0.3296233,0.05700504,0.0001341313,0.0001257339,0.0001182825,0.00356644],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0231064,"threshold_uncertainty_score":0.1221998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1456469924047325,"score_gpt":0.4808238425335724,"score_spread":0.3351768501288398,"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."}}