{"id":"W2894761324","doi":"10.1093/heapol/czy066","title":"The impact of an mHealth monitoring system on health care utilization by mothers and children: an evaluation using routine health information in Rwanda","year":2018,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of British Columbia","funders":"Canada Research Chairs; Michael Smith Health Research BC; UNICEF","keywords":"mHealth; Psychological intervention; Medicine; Public health; Environmental health; Health care; Malnutrition; Child mortality; Health facility; Program evaluation; Developing country; Monitoring and evaluation; Nursing; Medical emergency; Population; Health services; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01355717,0.001233007,0.001113322,0.0009030716,0.000688716,0.001025305,0.0009072042,0.0006589797,0.0009960183],"category_scores_gemma":[0.0155447,0.0007417992,0.002462434,0.0007864408,0.001028376,0.001463682,0.001191311,0.0009950603,0.0001629263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002429429,"about_ca_system_score_gemma":0.002930798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009690521,"about_ca_topic_score_gemma":0.008272395,"domain_scores_codex":[0.9898751,0.007186873,0.0007731724,0.0004108252,0.001002447,0.0007516465],"domain_scores_gemma":[0.990763,0.004774757,0.002124159,0.0004097819,0.001201858,0.0007263786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04141438,0.05702912,0.6274595,0.00865104,0.002284056,0.001201986,0.01074863,0.008531023,0.009185575,0.0004981298,0.001359916,0.2316367],"study_design_scores_gemma":[0.006982088,0.2440422,0.7276455,0.0009829181,0.002445092,0.0003421439,0.003856033,0.007330583,0.004183556,0.000114068,0.001931876,0.000144144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979863,0.000240473,0.0001888359,0.00007537981,0.00001249101,0.001037866,0.0001217696,0.00001041175,0.0003264559],"genre_scores_gemma":[0.9948013,0.0006658034,0.001861619,0.00006076146,0.00003633201,0.002204701,0.0001883454,0.000004823091,0.0001764282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355717,"threshold_uncertainty_score":0.07169801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1158150484205353,"score_gpt":0.5308779687624636,"score_spread":0.4150629203419284,"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."}}