{"id":"W2894685534","doi":"10.1136/bmjgh-2017-000681","title":"Village Health Sanitation and Nutrition Committees: reflections on strengthening community health governance at scale in India","year":2018,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health and Family Welfare; Alliance for Health Policy and Systems Research; National Research Foundation; International Development Research Centre","keywords":"Sanitation; Corporate governance; Government (linguistics); Community health; Scale (ratio); Public administration; Health policy; Public relations; Public health; Software deployment; Global health; Political science; Business; Economic growth; Medicine; Nursing; Economics; Finance; Engineering; Geography","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":[0.02186842,0.0003469179,0.0003696492,0.0008318441,0.01994711,0.0104731,0.003066513,0.004514434,0.002210672],"category_scores_gemma":[0.02099711,0.0007003736,0.0005870741,0.001206476,0.01981284,0.004441809,0.01593464,0.009019111,0.0002467068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01607432,"about_ca_system_score_gemma":0.03025355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06115843,"about_ca_topic_score_gemma":0.1144469,"domain_scores_codex":[0.9649088,0.02543007,0.0006209483,0.001001155,0.001615302,0.00642378],"domain_scores_gemma":[0.9729958,0.01597612,0.001140152,0.001512062,0.002073869,0.006301939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006011263,0.0002005896,0.010758,0.0004344622,0.00003177446,0.00362865,0.8331317,0.001025616,0.002326845,0.08273252,0.02275391,0.04291574],"study_design_scores_gemma":[0.0000361436,0.0002455099,0.01673801,0.0004101081,0.00003625715,0.0004804408,0.7591652,0.0004302281,0.001158531,0.009862053,0.2113463,0.00009116098],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.658324,0.002949539,0.007733617,0.2625103,0.00117183,0.0005793883,0.0000799047,0.0001864043,0.06646501],"genre_scores_gemma":[0.9806574,0.0007146401,0.002018289,0.01124239,0.0001418647,0.0001377609,0.00001884796,0.00004373753,0.005025019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06115843,"threshold_uncertainty_score":0.1216049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421115002256328,"score_gpt":0.4129383558088014,"score_spread":0.3787272057862381,"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."}}