{"id":"W4249241099","doi":"10.21203/rs.2.12186/v1","title":"Atmiyata, a community led intervention to address common mental disorders: Study protocol for a stepped wedge cluster randomized controlled trial in rural Gujarat, India","year":2019,"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":"Cluster randomised controlled trial; Randomized controlled trial; Cluster (spacecraft); Intervention (counseling); Protocol (science); Medicine; Psychiatry; Alternative medicine; Internal medicine; Computer science; Computer network; Pathology","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":[0.0167211,0.004318276,0.007243369,0.002297064,0.002321711,0.002783898,0.002963558,0.00379057,0.04638082],"category_scores_gemma":[0.01322087,0.002248172,0.003941752,0.002629816,0.003012319,0.00247272,0.001905818,0.004999658,0.005762281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004248745,"about_ca_system_score_gemma":0.01357276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004288802,"about_ca_topic_score_gemma":0.00677591,"domain_scores_codex":[0.9907472,0.00468697,0.0009136094,0.00118074,0.0009312343,0.001540234],"domain_scores_gemma":[0.994238,0.001499233,0.001214198,0.0006577464,0.001147847,0.001242939],"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":[0.8954476,0.04021015,0.001084614,0.01260236,0.001849148,0.0002292551,0.0005999101,0.00333294,0.001853385,0.00266753,0.007699542,0.0324236],"study_design_scores_gemma":[0.9426186,0.04386366,0.001815868,0.001006744,0.0007316898,0.00002744097,0.000137147,0.001414387,0.0005547822,0.00136751,0.006395465,0.00006685313],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007234846,0.0001719898,0.001064309,0.000111415,0.0001316588,0.9898328,0.0008276496,0.00006757279,0.0005577627],"genre_scores_gemma":[0.00596375,0.00008141686,0.00144071,0.00008135872,0.00002137019,0.9920446,0.0001019393,0.00000340626,0.0002615377],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04638082,"threshold_uncertainty_score":0.1551593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282289002650497,"score_gpt":0.5537947535207235,"score_spread":0.4255658532556739,"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."}}