{"id":"W2316287948","doi":"10.1056/nejmp1315214","title":"Transforming Lives, Enhancing Communities — Innovations in Global Mental Health","year":2014,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wellcome Trust; World Health Organization","keywords":"Medicine; Mental health; Quarter (Canadian coin); Action (physics); Subject (documents); Global mental health; Psychiatry; Human rights; Mental illness; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01057915,0.0005206877,0.0003250935,0.001015236,0.003989522,0.007070434,0.001340043,0.003857512,0.01231922],"category_scores_gemma":[0.01131303,0.0001822667,0.0004627231,0.0009044204,0.01374464,0.01186249,0.0106221,0.004864938,0.001358748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003353237,"about_ca_system_score_gemma":0.01068672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002297761,"about_ca_topic_score_gemma":0.004252654,"domain_scores_codex":[0.9944372,0.004051089,0.00009558821,0.0002375845,0.0006168226,0.0005617801],"domain_scores_gemma":[0.9928493,0.003229515,0.0003322948,0.0006514071,0.0006034154,0.002333984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000436855,0.000423776,0.001705648,0.0007129722,0.00002938634,0.0002927683,0.02123543,0.0008432165,0.000711257,0.5124684,0.07928395,0.3822495],"study_design_scores_gemma":[0.00004069673,0.0001937902,0.001669457,0.001230122,0.00001971723,0.0001541169,0.02871988,0.0007293264,0.0004395734,0.5884682,0.3783052,0.00002989495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02284958,0.01825613,0.02616161,0.6975445,0.004162303,0.000244914,0.00006778663,0.000505205,0.230208],"genre_scores_gemma":[0.8301819,0.02935329,0.03826218,0.07462457,0.001974149,0.0003957661,0.00007691542,0.0002425102,0.02488875],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01231922,"threshold_uncertainty_score":0.05594856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03809556319357295,"score_gpt":0.3833042989475567,"score_spread":0.3452087357539838,"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."}}