{"id":"W2969106514","doi":"10.2196/14276","title":"The Fever Coach Mobile App for Participatory Influenza Surveillance in Children: Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Centers for Disease Control and Prevention; National Research Foundation of Korea; National Research Foundation","keywords":"Usability; Mobile apps; mHealth; Smartphone app; Medicine; Internet privacy; Computer science; World Wide Web; Psychological intervention; Human–computer interaction; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.002636588,0.0002225486,0.0005930807,0.00006790573,0.0002355352,0.00002820823,0.0001649321,0.00008416137,0.00002360924],"category_scores_gemma":[0.0001794241,0.0001607752,0.00006381658,0.0002729699,0.0001326678,0.00009100047,0.00007540274,0.0003161204,0.00003991679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888705,"about_ca_system_score_gemma":0.000616563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003453692,"about_ca_topic_score_gemma":0.0006614022,"domain_scores_codex":[0.9971598,0.0003800919,0.0007044018,0.0006215856,0.0003320638,0.0008020271],"domain_scores_gemma":[0.9978296,0.0004532693,0.0002070584,0.0008792448,0.0001070544,0.0005238446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008663709,0.0006984878,0.9889837,0.0006006313,0.00002239857,0.00000111214,0.0004843982,0.000009268177,0.000002537414,0.00004965389,0.001022645,0.00725881],"study_design_scores_gemma":[0.004399696,0.0009620987,0.9841745,0.00002600496,0.00001881457,0.00000516973,0.0005491569,0.0002724838,0.000001249703,0.00003914986,0.009407512,0.000144132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893234,0.001980982,0.000004291993,0.000363989,0.0001725056,0.007754571,0.000208879,0.0000928899,0.00009850354],"genre_scores_gemma":[0.9965177,0.0001706556,0.00003919069,0.00176073,0.0001222553,0.001206426,0.00006983165,0.00003026831,0.00008296155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008384868,"threshold_uncertainty_score":0.6556224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04934882618868287,"score_gpt":0.4039689749730115,"score_spread":0.3546201487843286,"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."}}