{"id":"W4295037634","doi":"10.21203/rs.3.rs-2024765/v1","title":"Atmiyata, a community led psychosocial intervention, for common mental disorders: A stepped wedge, cluster randomized controlled trial in rural Gujarat, India","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Psychosocial; Randomized controlled trial; Cluster randomised controlled trial; Intervention (counseling); Cluster (spacecraft); Wedge (geometry); Medicine; Geography; Psychology; Psychiatry; Physics; Surgery; Computer science","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":[0.001439663,0.0008530624,0.001429988,0.0007378394,0.0005556618,0.0007609563,0.001115318,0.0007338746,0.007177697],"category_scores_gemma":[0.002074986,0.0004108086,0.001293369,0.00082412,0.000891864,0.0005413773,0.0008025048,0.001131452,0.0004864216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006920667,"about_ca_system_score_gemma":0.001931223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003256824,"about_ca_topic_score_gemma":0.006365709,"domain_scores_codex":[0.998711,0.0007973614,0.00008118106,0.0001756319,0.00009859653,0.0001362438],"domain_scores_gemma":[0.9991512,0.0002465349,0.0001989343,0.00008291124,0.00006458249,0.0002558222],"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":[0.8407782,0.07346006,0.002855335,0.00490589,0.002345225,0.0001914399,0.0003403018,0.001153461,0.003723831,0.0005388258,0.001081819,0.06862561],"study_design_scores_gemma":[0.9030992,0.08650516,0.007881189,0.0001818002,0.0005664521,0.00002904532,0.0001459145,0.0006148735,0.0003427851,0.0001879673,0.0004262064,0.00001936689],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856618,0.001062811,0.0007818718,0.0002484268,0.0001858102,0.01037355,0.0004567767,0.0001292389,0.001099691],"genre_scores_gemma":[0.9786856,0.0009969994,0.003720139,0.0003568484,0.0001210384,0.01459745,0.0003010791,0.00001238,0.001208464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007177697,"threshold_uncertainty_score":0.02401185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07330238989843813,"score_gpt":0.5038721387035576,"score_spread":0.4305697488051195,"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."}}