{"id":"W3133970769","doi":"10.3389/frsc.2021.638278","title":"Introduction of Mobile Health Tools to Support COVID-19 Training and Surveillance in Ogun State Nigeria","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"","keywords":"mHealth; Certification; Psychological intervention; Health care; Medicine; Telehealth; Business; Developing country; Telemedicine; Mobile phone; Environmental health; Medical emergency; Nursing; Economic growth; Computer science; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0009209539,0.0003260193,0.0001510016,0.0004443412,0.0007306207,0.000745312,0.0005411201,0.0005959208,0.004107771],"category_scores_gemma":[0.002842754,0.0002708154,0.0001732426,0.0002002234,0.0003451355,0.0009172834,0.001340398,0.0006737287,0.000901893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003443865,"about_ca_system_score_gemma":0.001193722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004182554,"about_ca_topic_score_gemma":0.00903017,"domain_scores_codex":[0.9995834,0.0001816073,0.00003341383,0.0000573159,0.0000565277,0.00008777269],"domain_scores_gemma":[0.9989221,0.0004727539,0.000127809,0.00006682872,0.0001668153,0.0002437507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004440402,0.001743257,0.1804408,0.001452217,0.00002322447,0.004708644,0.0248345,0.0007368763,0.02119201,0.001226325,0.01237009,0.750828],"study_design_scores_gemma":[0.000228557,0.006900902,0.532344,0.006622673,0.000188629,0.0103798,0.06803579,0.009488251,0.01972863,0.002243504,0.34355,0.000289236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481014,0.001779765,0.01269285,0.004945514,0.00033916,0.001995906,0.0006388594,0.001261455,0.02824512],"genre_scores_gemma":[0.9349872,0.002293481,0.0487406,0.001237705,0.0001082892,0.0008440393,0.0004813911,0.00006962773,0.01123755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004182554,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206015012663996,"score_gpt":0.2813615150958151,"score_spread":0.2607600138294155,"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."}}