{"id":"W3012829668","doi":"10.1186/s12888-020-2466-z","title":"Feasibility and acceptability of a novel community-based mental health intervention delivered by community volunteers in Maharashtra, India: the Atmiyata programme","year":2020,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Mental health; Intervention (counseling); Psychological intervention; Medicine; Distress; Population; General Health Questionnaire; Community health; Family medicine; Psychiatry; Psychology; Nursing; Clinical psychology; Environmental health; Public health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004033213,0.0007574997,0.0005304225,0.0006464851,0.001877655,0.001264443,0.001939429,0.0009232665,0.003605552],"category_scores_gemma":[0.005282216,0.0005792652,0.0007641463,0.0004674753,0.001641599,0.0009573232,0.003024936,0.001313711,0.000338864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732941,"about_ca_system_score_gemma":0.006909604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348095,"about_ca_topic_score_gemma":0.01904105,"domain_scores_codex":[0.9976742,0.001098722,0.000122763,0.0002293944,0.000270755,0.0006041295],"domain_scores_gemma":[0.9969908,0.001283595,0.0002741415,0.0001885212,0.0003109738,0.0009518111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01335606,0.1212412,0.1788095,0.005203845,0.0003324801,0.00686922,0.1429704,0.003040697,0.02785726,0.001355599,0.00403564,0.4949281],"study_design_scores_gemma":[0.007820651,0.1523839,0.7244822,0.0008991715,0.0005597093,0.001376837,0.09360174,0.002524924,0.006826011,0.0006424043,0.008568621,0.0003137908],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962754,0.00002439439,0.0002265449,0.0001911687,0.00001874125,0.002085866,0.00006131327,0.0000313039,0.001085176],"genre_scores_gemma":[0.9915723,0.0001410724,0.002742096,0.0002176369,0.00002602995,0.004319962,0.0001149681,0.000006866902,0.0008592433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01348095,"threshold_uncertainty_score":0.02680498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088347832489114,"score_gpt":0.389228890522017,"score_spread":0.2803941072731056,"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."}}