{"id":"W2402257953","doi":"10.2196/resprot.5030","title":"The Mobile Solutions for Immunization (M-SIMU) Trial: A Protocol for a Cluster Randomized Controlled Trial That Assesses the Impact of Mobile Phone Delivered Reminders and Travel Subsidies to Improve Childhood Immunization Coverage Rates and Timeliness in Western Kenya","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Short Message Service; Immunization; Mobile phone; Text message; Medicine; Incentive; Phone; Vaccination; Protocol (science); Subsidy; Randomized controlled trial; Service (business); Family medicine; Medical emergency; Nursing; Alternative medicine; Computer science; Business; Telecommunications; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01430419,0.00454202,0.007125425,0.001625746,0.002346248,0.002386535,0.002467143,0.005743762,0.03323107],"category_scores_gemma":[0.01134805,0.001946772,0.002479773,0.001550654,0.003005331,0.002691461,0.001376717,0.005913098,0.00401905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002435719,"about_ca_system_score_gemma":0.007631705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002045668,"about_ca_topic_score_gemma":0.003825814,"domain_scores_codex":[0.9896089,0.006867923,0.0007007957,0.0009920646,0.0007617156,0.001068637],"domain_scores_gemma":[0.9960408,0.001157336,0.001024755,0.000411034,0.0005106441,0.0008553988],"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":[0.9675629,0.01226015,0.0003645222,0.002919557,0.0006627555,0.00004610658,0.0001418128,0.0005886914,0.0008186628,0.0009272432,0.004087048,0.009620412],"study_design_scores_gemma":[0.9805349,0.01570807,0.0003762496,0.0001848587,0.0001886054,0.000007747762,0.00002193894,0.0005306426,0.0001632932,0.0003322607,0.00193476,0.00001666847],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04372671,0.001006948,0.00246111,0.0007729681,0.0009431639,0.9452491,0.002588587,0.0003892696,0.002862086],"genre_scores_gemma":[0.02298215,0.0002268197,0.003619297,0.0003464042,0.00009265406,0.9712508,0.000259912,0.0000133726,0.001208623],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03323107,"threshold_uncertainty_score":0.111169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145567391128757,"score_gpt":0.5696008408629719,"score_spread":0.4240334497342149,"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."}}