{"id":"W4317851371","doi":"10.1371/journal.pgph.0001512","title":"A Type II hybrid effectiveness-implementation study of an integrated CHW intervention to address maternal healthcare in rural Nepal","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIH Office of the Director; National Institutes of Health; National Institute of Dental and Craniofacial Research; Grand Challenges Canada; United States Agency for International Development","keywords":"Childbirth; Medicine; Psychological intervention; Context (archaeology); Integrated Management of Childhood Illness; Intervention (counseling); Poisson regression; Health care; Postnatal Care; Nursing; Health facility; Family medicine; Environmental health; Pregnancy; Population; Primary health care; 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":[0.01786459,0.001383536,0.001487569,0.0009041697,0.001008636,0.001165053,0.001498397,0.001646891,0.002217888],"category_scores_gemma":[0.01708156,0.0009209605,0.002710045,0.0008457848,0.001504727,0.001662123,0.001408523,0.001494529,0.000312923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003073192,"about_ca_system_score_gemma":0.004988244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007447657,"about_ca_topic_score_gemma":0.006558083,"domain_scores_codex":[0.9819979,0.01321661,0.001219579,0.001281341,0.001132059,0.001152569],"domain_scores_gemma":[0.9920681,0.004051616,0.00156079,0.001069929,0.0007899588,0.0004595505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.1040839,0.3137611,0.2373556,0.009657665,0.01491368,0.001262939,0.01550575,0.008981267,0.007042754,0.004312273,0.002580066,0.2805431],"study_design_scores_gemma":[0.05940054,0.6984811,0.209392,0.001191333,0.004856349,0.0002746954,0.006747236,0.007980058,0.004793759,0.002243635,0.00444373,0.0001954374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825436,0.0003282499,0.002950205,0.0001793427,0.00007091297,0.01245357,0.0003643856,0.0000279802,0.001081633],"genre_scores_gemma":[0.9608128,0.000261945,0.006937248,0.000690976,0.00006245238,0.03013735,0.0003393679,0.000009606261,0.0007482278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01786459,"threshold_uncertainty_score":0.09447819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05593992104502582,"score_gpt":0.4079031855738068,"score_spread":0.351963264528781,"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."}}