{"id":"W2968093173","doi":"10.1186/s13033-019-0309-4","title":"Perceived impacts as narrated by service users and providers on practice, policy and mental health system following the implementation of the mhGAP-IG using the TEAM model in a rural setting in Makueni County, Kenya: a qualitative approach","year":2019,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Mental health; Focus group; Nursing; Medicine; Health administration; Service provider; Psychology; Service (business); Public health; Psychiatry; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00351693,0.0002173857,0.0004146607,0.0002386403,0.000306094,0.0001084388,0.0003333958,0.00006149949,0.000002931996],"category_scores_gemma":[0.000025018,0.0001255662,0.0000684464,0.0002868384,0.00005121851,0.0005011395,0.00008051546,0.0003645401,0.000001091496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002664354,"about_ca_system_score_gemma":0.0005624636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05755318,"about_ca_topic_score_gemma":0.0009843502,"domain_scores_codex":[0.9954059,0.001803544,0.001311752,0.0002220597,0.000870141,0.0003866774],"domain_scores_gemma":[0.9973389,0.0003404298,0.001937582,0.000141678,0.0001201274,0.0001213211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00357396,0.000956832,0.1058526,0.001548021,0.0009399242,0.00001154147,0.8759108,0.001693998,0.001207043,0.003004555,0.002250797,0.003049869],"study_design_scores_gemma":[0.006728267,0.0005693965,0.01317747,0.002587517,0.00001551992,0.0006307386,0.9573923,0.01864229,0.00001579766,0.00001988022,0.00008742137,0.0001334153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745981,0.001407183,0.000008348866,0.01999363,0.0008466016,0.002757322,0.0001458571,0.000005442865,0.0002375419],"genre_scores_gemma":[0.9968704,0.00008184726,0.00006271444,0.002771585,0.00007513226,0.00003918891,0.00003370919,0.00002187731,0.00004357429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09267516,"threshold_uncertainty_score":0.9487227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699935199470451,"score_gpt":0.4637630137637677,"score_spread":0.4267636617690632,"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."}}