{"id":"W2791761534","doi":"10.2196/publichealth.7026","title":"Effect of Mobile Phone Text Message Reminders on Routine Immunization Uptake in Pakistan: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"World Health Organization","keywords":"Mobile phone; Text message; Text messaging; Randomized controlled trial; Phone; Medicine; Immunization; Computer science; Internet privacy; Medical emergency; Telecommunications; Computer network; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002907201,0.001332048,0.003698654,0.0004783918,0.0006116658,0.0009724305,0.001110985,0.002231312,0.01167691],"category_scores_gemma":[0.006324194,0.0008072774,0.002623307,0.0007204758,0.001072992,0.001170672,0.0005313618,0.002098872,0.0006120469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553856,"about_ca_system_score_gemma":0.00332947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003432148,"about_ca_topic_score_gemma":0.004174092,"domain_scores_codex":[0.9978976,0.001065952,0.0002684525,0.0003670576,0.0001568268,0.0002440203],"domain_scores_gemma":[0.9968406,0.001358414,0.0009739478,0.0001439404,0.0002148259,0.0004682542],"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":[0.9714448,0.007368552,0.000746668,0.003126798,0.001754976,0.00003577919,0.00006180357,0.0002414106,0.0003104217,0.0000829558,0.0006189131,0.01420671],"study_design_scores_gemma":[0.9511617,0.04471466,0.001853352,0.000205348,0.001227202,0.00001168902,0.00002478372,0.0003357941,0.0001382464,0.0000634884,0.0002517854,0.00001203775],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616151,0.0109226,0.001090677,0.001592498,0.001492533,0.01836425,0.002178699,0.0001988348,0.002544845],"genre_scores_gemma":[0.9707806,0.004345863,0.002464446,0.001044252,0.0005988806,0.018718,0.0005866496,0.00001142644,0.001449949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01167691,"threshold_uncertainty_score":0.03906316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212527681702929,"score_gpt":0.4112094972750623,"score_spread":0.3899567291047694,"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."}}