{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01683789,0.000321,0.00129127,0.0003046887,0.002512553,0.0001107266,0.0004340781,0.0002852627,0.00002541222],"category_scores_gemma":[0.005772352,0.0001499939,0.0002351202,0.0005353483,0.0004405175,0.0002803339,0.0002663148,0.0005026891,0.000004624118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002839154,"about_ca_system_score_gemma":0.002309751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002583274,"about_ca_topic_score_gemma":0.0003314875,"domain_scores_codex":[0.9914968,0.004344504,0.001948444,0.000522497,0.0004682638,0.001219498],"domain_scores_gemma":[0.9702632,0.02624386,0.0009648624,0.0007336179,0.001533056,0.0002614046],"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":[0.9833081,0.0007240198,0.0002333288,0.0008449907,0.00007607025,6.15813e-8,0.001746387,0.00003415924,0.0007878172,0.0001955516,0.001869085,0.01018037],"study_design_scores_gemma":[0.9824032,0.003998037,0.0008501385,0.001405164,0.00001652307,5.530075e-7,0.001196027,0.001579095,0.0001534531,0.00156446,0.006659626,0.0001737734],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01930949,0.00003656419,0.008469288,0.00133978,0.0000322343,0.9705696,0.000178988,0.00003438153,0.00002967292],"genre_scores_gemma":[0.04417049,0.00008937871,0.0001367041,0.00008004695,0.0002051565,0.9546974,0.0000379489,0.0000617891,0.0005210475],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.024861,"threshold_uncertainty_score":0.998786,"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."}}