{"id":"W4392063359","doi":"10.2196/53096","title":"Combining mHealth Technology and Pharmacotherapy to Improve Mental Health Outcomes and Reduce Human Rights Abuses in West Africa: Intervention Field Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Mental Health","keywords":"mHealth; Mental health; Pharmacotherapy; Intervention (counseling); Medicine; Psychiatry; Human rights; Psychological intervention; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002700445,0.001612508,0.002017555,0.0006573801,0.001183382,0.001107326,0.001191977,0.001958261,0.01069568],"category_scores_gemma":[0.003449365,0.0008887593,0.001685486,0.0006973795,0.001270903,0.001428174,0.001049348,0.002437682,0.0009281633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139758,"about_ca_system_score_gemma":0.002632031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003008831,"about_ca_topic_score_gemma":0.005820084,"domain_scores_codex":[0.9986739,0.0007144967,0.0001064278,0.0001366664,0.00008415581,0.0002843473],"domain_scores_gemma":[0.9982339,0.0005500225,0.0003880792,0.0001208336,0.0001746032,0.0005326025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6148869,0.2703076,0.003348072,0.00658634,0.00127877,0.0003103057,0.001472445,0.0004079124,0.003066845,0.0002827654,0.002083372,0.09596868],"study_design_scores_gemma":[0.6815197,0.3083098,0.006139827,0.0006213425,0.0005766226,0.00005242717,0.000497595,0.0002568194,0.0006167071,0.000141405,0.001244621,0.00002314955],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600965,0.002151305,0.0006265321,0.0008190571,0.0002700062,0.03311941,0.0007964964,0.00009911646,0.002021618],"genre_scores_gemma":[0.9394209,0.003512512,0.003757311,0.0009855065,0.000372492,0.04920202,0.000365384,0.00001414358,0.0023698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01069568,"threshold_uncertainty_score":0.03578067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384627107785214,"score_gpt":0.4734675887147999,"score_spread":0.4296213176369477,"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."}}