{"id":"W2581018970","doi":"10.2196/publichealth.5386","title":"Assessing Mobile Phone Access and Perceptions for Texting-Based mHealth Interventions Among Expectant Mothers and Child Caregivers in Remote Regions of Northern Kenya: A Survey-Based Descriptive Study","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"mHealth; Mobile phone; Psychological intervention; Telemedicine; Rural area; Phone; Environmental health; Telehealth; Developing country; Medicine; Health care; Internet privacy; Nursing; Computer science; Telecommunications; Economic growth","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":[0.0008652816,0.0002003477,0.0003399359,0.0004933251,0.0009339182,0.0006665025,0.0002758824,0.0003231831,0.001561011],"category_scores_gemma":[0.002033494,0.000311714,0.0003066571,0.0005199594,0.0003215978,0.0005781929,0.000501482,0.0003964465,0.0001886977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004945419,"about_ca_system_score_gemma":0.0006058074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009521236,"about_ca_topic_score_gemma":0.0206804,"domain_scores_codex":[0.9996836,0.0001055382,0.00004232361,0.00003346821,0.00005799468,0.00007699697],"domain_scores_gemma":[0.9991203,0.0002017858,0.0004321914,0.00001951039,0.00009994459,0.0001262454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006775397,0.000222155,0.9807435,0.0001106187,0.00002223334,0.0004165937,0.01313416,0.00002097836,0.0005621809,0.000022806,0.0002036175,0.00447336],"study_design_scores_gemma":[0.000007622451,0.0004220407,0.9352795,0.00008977362,0.00001807221,0.0004190915,0.06300844,0.0000853493,0.00009601269,0.00001417563,0.0005511803,0.000008595132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995589,0.00007832274,0.00001772779,0.00003194654,0.000001054612,0.00003045047,0.00008114381,5.50649e-7,0.0001997796],"genre_scores_gemma":[0.9992594,0.0002657202,0.0001052445,0.00005841454,0.000003031384,0.00007177448,0.00008712835,6.571983e-7,0.0001486712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009521236,"threshold_uncertainty_score":0.01893163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167128019820957,"score_gpt":0.457299228536576,"score_spread":0.3405864265544803,"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."}}