{"id":"W4402926645","doi":"10.1007/s10597-024-01357-5","title":"Development and Implementation of Mental Healthcare Plans in Three Districts in Ghana: A Mixed-Method Process Evaluation Using Theory of Change","year":2024,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; York University","funders":"Foreign, Commonwealth and Development Office","keywords":"Process (computing); Mental health; Health psychology; Psychology; Nursing; Public health; Environmental health; Medicine; Applied psychology; Psychiatry; Computer science","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":[0.03763638,0.0009918554,0.001264807,0.001453804,0.003447056,0.002803748,0.001645831,0.001410541,0.002009345],"category_scores_gemma":[0.02662394,0.00103278,0.001169319,0.001789922,0.002535233,0.00182514,0.00277527,0.001914522,0.0001917078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01536303,"about_ca_system_score_gemma":0.01905986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01196291,"about_ca_topic_score_gemma":0.02169855,"domain_scores_codex":[0.9708661,0.02372316,0.001040078,0.0007802585,0.001435415,0.002155046],"domain_scores_gemma":[0.9756299,0.01669257,0.002355685,0.001044198,0.002465791,0.001811889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01628747,0.1115863,0.05821088,0.01035077,0.0006771017,0.00135929,0.1528911,0.01397525,0.007968554,0.005550081,0.002219271,0.6189238],"study_design_scores_gemma":[0.04596818,0.3503587,0.2038615,0.005867356,0.002088923,0.0004115802,0.3225028,0.0136145,0.0255312,0.005401598,0.02399461,0.0003990112],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786647,0.0003383569,0.001902346,0.000321035,0.00001950202,0.01703782,0.0001620311,0.00002836599,0.001525749],"genre_scores_gemma":[0.9617903,0.0005785379,0.01987034,0.0001763796,0.00001493373,0.0169347,0.0001194652,0.00000981052,0.000505664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03763638,"threshold_uncertainty_score":0.1990426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3181758574647112,"score_gpt":0.5441549770242299,"score_spread":0.2259791195595187,"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."}}