{"id":"W2940864612","doi":"10.2196/13221","title":"Text Message Reminders and Unconditional Monetary Incentives to Improve Measles Vaccination in Western Kenya: Study Protocol for the Mobile and Scalable Innovations for Measles Immunization Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; Centers for Disease Control and Prevention; Johns Hopkins University; Bill and Melinda Gates Foundation","keywords":"Measles; Medicine; Short Message Service; Randomized controlled trial; Vaccination; Text message; Immunization; Pediatrics; Family medicine; Computer science; Immunology; Telecommunications; Internal medicine","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":[0.023073,0.006068499,0.01067663,0.002083819,0.002865594,0.003910674,0.003073376,0.006133256,0.08542839],"category_scores_gemma":[0.0213195,0.003212594,0.005312112,0.003081649,0.002854743,0.003569249,0.001854748,0.007869354,0.01194607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004559198,"about_ca_system_score_gemma":0.01531374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002842027,"about_ca_topic_score_gemma":0.006692059,"domain_scores_codex":[0.9855015,0.008337858,0.001561266,0.001270601,0.001522739,0.001805982],"domain_scores_gemma":[0.9925885,0.002090825,0.001678673,0.0008351934,0.001747207,0.001059502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.875275,0.01192604,0.001052403,0.03263161,0.003722599,0.0002585639,0.0005796242,0.002154076,0.001434498,0.006263566,0.03368418,0.03101791],"study_design_scores_gemma":[0.9409866,0.01548262,0.001796564,0.00432797,0.001477008,0.00005943337,0.0001349426,0.001927382,0.0004887962,0.003236215,0.02998593,0.00009652711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001608078,0.0003927999,0.001012025,0.0002206391,0.0003150118,0.9937172,0.001837753,0.00007986849,0.0008165492],"genre_scores_gemma":[0.001121325,0.0001292763,0.001067798,0.000118914,0.00002627133,0.9970635,0.0001428307,0.000004044566,0.0003260613],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08542839,"threshold_uncertainty_score":0.2857864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362270385641284,"score_gpt":0.5766650634636471,"score_spread":0.4404380248995187,"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."}}