{"id":"W2806878544","doi":"10.1002/wps.20532","title":"Scaling up psychological treatments for common mental disorders: a call to action","year":2018,"lang":"en","type":"letter","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Medicine; Call to action; Psychiatry; Mental health; Action (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.05998339,0.003166462,0.004773933,0.003926361,0.004990578,0.0155189,0.0090915,0.02925858,0.02482291],"category_scores_gemma":[0.07159989,0.001259094,0.006760268,0.003292948,0.01143362,0.02985724,0.01582634,0.04704058,0.007390173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006407205,"about_ca_system_score_gemma":0.05266535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007379431,"about_ca_topic_score_gemma":0.01068476,"domain_scores_codex":[0.9629148,0.01574237,0.004290556,0.002347074,0.01143541,0.003269682],"domain_scores_gemma":[0.8373435,0.1137704,0.005233835,0.005586129,0.02152489,0.01654124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002831303,0.001352784,0.001130261,0.01582343,0.000319142,0.0008403471,0.003613778,0.001012862,0.001600175,0.02575918,0.3166458,0.6316191],"study_design_scores_gemma":[0.0004675261,0.001327632,0.003621617,0.03877825,0.0004102309,0.0007498831,0.0104898,0.0009872344,0.0007280527,0.0636576,0.8784378,0.0003443696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001107275,0.1424252,0.007820602,0.8333058,0.009975151,0.0005448196,0.0001293091,0.0005114118,0.004180443],"genre_scores_gemma":[0.01821298,0.3640613,0.1033727,0.4884886,0.01818365,0.002209563,0.0005597139,0.0003591829,0.00455235],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05998339,"threshold_uncertainty_score":0.3172263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07443065273590933,"score_gpt":0.4444581520342875,"score_spread":0.3700274992983782,"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."}}