{"id":"W4289170233","doi":"10.1192/bjo.2022.533","title":"SH+ 360: novel model for scaling up a mental health and psychosocial support programme in humanitarian settings","year":2022,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Mental Health; Enhancing Learning and Research for Humanitarian Assistance","keywords":"Psychosocial; Mental health; Psychosocial support; Psychological intervention; Psychology; Intervention (counseling); Population; Psychiatry; Applied psychology; Medicine; Environmental 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":[0.003302928,0.0005612693,0.0002731023,0.0004577798,0.001158583,0.002159087,0.001752872,0.001025503,0.01301183],"category_scores_gemma":[0.003263625,0.0002865365,0.0006645579,0.0003128087,0.00126399,0.001944806,0.004535406,0.001480783,0.00271371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344409,"about_ca_system_score_gemma":0.007521839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003402399,"about_ca_topic_score_gemma":0.007991944,"domain_scores_codex":[0.9980317,0.001150675,0.00007738971,0.0002599632,0.0002446748,0.0002356684],"domain_scores_gemma":[0.9982286,0.0003777286,0.0001197649,0.0001832018,0.0001136166,0.0009771045],"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":[0.001931478,0.01217404,0.02392707,0.00159516,0.0002101088,0.001080656,0.0139205,0.019621,0.01081666,0.05665804,0.03781337,0.820252],"study_design_scores_gemma":[0.004790943,0.03731539,0.04940423,0.002341821,0.0006062262,0.003815839,0.02511046,0.1314289,0.01156692,0.1368906,0.5961425,0.0005862419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3900272,0.0007122058,0.4143136,0.03075048,0.001894738,0.01714209,0.001396101,0.00643667,0.137327],"genre_scores_gemma":[0.5046834,0.0006301462,0.460223,0.002775257,0.0001679295,0.006213889,0.0006398574,0.0002345896,0.02443185],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01301183,"threshold_uncertainty_score":0.04352897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461131988307698,"score_gpt":0.4589868723539442,"score_spread":0.3128736735231744,"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."}}