{"id":"W4409484300","doi":"10.2147/ijwh.s528378","title":"Impact of Mobile Health (mHealth) Use by Community Health Workers on the Utilization of Maternity Care in Rural Malawi: A Time Series Analysis [Response to Letter]","year":2025,"lang":"en","type":"letter","venue":"International Journal of Women s Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; mHealth; Health care; Environmental health; Gerontology; Nursing; Economic growth; Psychological intervention","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004885976,0.0003290721,0.0004596112,0.001095103,0.0005101774,0.001349406,0.0007780289,0.00131627,0.002485555],"category_scores_gemma":[0.02741089,0.0003027407,0.001489193,0.003252446,0.0004581737,0.001220026,0.0009282783,0.002382347,0.0003595795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588546,"about_ca_system_score_gemma":0.001653608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04975337,"about_ca_topic_score_gemma":0.03809233,"domain_scores_codex":[0.9973003,0.001366853,0.0004053896,0.0002610056,0.0003788331,0.0002876049],"domain_scores_gemma":[0.9796667,0.009162499,0.007402002,0.0007115612,0.002539743,0.0005175308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002694767,0.0001922542,0.9420453,0.000768151,0.0008443781,0.0009943373,0.003023125,0.00100354,0.0002034842,0.0004978801,0.02385776,0.02630038],"study_design_scores_gemma":[0.0000145481,0.0003029334,0.9854564,0.0004485247,0.000315414,0.0003578385,0.002209778,0.004638516,0.0001219911,0.0002812448,0.005808456,0.00004426689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9208565,0.004830115,0.001604317,0.05816352,0.0008099298,0.0001334777,0.01197366,0.00006458644,0.001563841],"genre_scores_gemma":[0.985871,0.002970296,0.001181373,0.004998493,0.0008361972,0.0001734946,0.002722975,0.00003171436,0.001214536],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04975337,"threshold_uncertainty_score":0.09892756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04345876712752802,"score_gpt":0.451152465964308,"score_spread":0.40769369883678,"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."}}