{"id":"W2962528200","doi":"10.1016/j.genhosppsych.2019.07.012","title":"A stepped care intervention for non-specialist health workers' management of depression in the Mental Health in Primary Care (MeHPriC) project, Lagos, Nigeria: A cluster randomised controlled trial","year":2019,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Problem Solving Skills Development","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Medicine; Randomized controlled trial; Depression (economics); Randomization; Physical therapy; Cluster randomised controlled trial; Clinical trial; Mental health; Intervention (counseling); Quality of life (healthcare); Relative risk; Cluster (spacecraft); Psychiatry; Confidence interval; Internal medicine; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001930981,0.0003829257,0.001195731,0.0002971474,0.0003640875,0.00002506434,0.0004892562,0.0002241055,0.00002176387],"category_scores_gemma":[0.00001874594,0.0002826648,0.0003892261,0.0004166325,0.00003263137,0.0001451272,0.0002412689,0.0005374481,0.00001172728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001605396,"about_ca_system_score_gemma":0.001385325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008480573,"about_ca_topic_score_gemma":0.003532077,"domain_scores_codex":[0.9944798,0.001276371,0.002160172,0.0006826732,0.0004902898,0.000910714],"domain_scores_gemma":[0.9979068,0.0001574057,0.001167192,0.0005622628,0.0001102627,0.00009605785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5068992,0.002516818,0.2916324,0.01593463,0.000347096,0.000002343332,0.1207381,0.00008057646,0.00001044824,0.000287592,0.04475588,0.01679495],"study_design_scores_gemma":[0.8633602,0.001768093,0.07184105,0.005474276,0.00002357462,5.18703e-7,0.05622822,0.00006190487,0.000001355301,0.00009473589,0.0007740693,0.0003719828],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9126641,0.004306046,0.000237666,0.004893202,0.008946002,0.06738128,0.000125841,0.00004556855,0.001400336],"genre_scores_gemma":[0.9676775,0.0005068802,0.0134196,0.003411601,0.0007428932,0.01191041,0.001505466,0.0001026339,0.0007230052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.356461,"threshold_uncertainty_score":0.9999626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078801462100774,"score_gpt":0.3397858039536367,"score_spread":0.328997789332629,"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."}}