{"id":"W3118879972","doi":"10.1016/j.cct.2021.106267","title":"Digital training for non-specialist health workers to deliver a brief psychological treatment for depression in India: Protocol for a three-arm randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"National Institute of Mental Health","keywords":"Medicine; Randomized controlled trial; Competence (human resources); Mental health; Coaching; Workforce; Psychological intervention; Health care; Physical therapy; Nursing; Psychiatry; Psychology","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":[0.01716233,0.006405408,0.01064598,0.002456686,0.003454425,0.004206025,0.003416724,0.007412133,0.07553357],"category_scores_gemma":[0.01354594,0.003942099,0.007199659,0.00244918,0.005366072,0.002917549,0.00196819,0.008973395,0.01040999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005314937,"about_ca_system_score_gemma":0.01052596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003832893,"about_ca_topic_score_gemma":0.006359848,"domain_scores_codex":[0.9900422,0.004159423,0.001643836,0.001229669,0.00121339,0.001711539],"domain_scores_gemma":[0.99309,0.002050822,0.001610699,0.0008236266,0.001200294,0.001224564],"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":[0.9229271,0.02062289,0.0004180848,0.01720934,0.002017366,0.0001277238,0.0003681336,0.001477896,0.00242471,0.002160713,0.005653225,0.02459276],"study_design_scores_gemma":[0.9662761,0.02263214,0.0008681208,0.001356463,0.0008249726,0.00002351802,0.00007341869,0.0005590922,0.0004312369,0.0008735426,0.00602113,0.00006022077],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005501572,0.000350186,0.001315893,0.0002048088,0.0003348356,0.9903408,0.000987945,0.00009943987,0.0008645787],"genre_scores_gemma":[0.007926436,0.0002659945,0.002693879,0.0002831427,0.0001048133,0.9877794,0.0001621933,0.00000845723,0.0007756566],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07553357,"threshold_uncertainty_score":0.252685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5327809357936492,"score_gpt":0.5994206166120124,"score_spread":0.06663968081836324,"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."}}