{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01211719,0.0009924448,0.001202543,0.001089627,0.0008957778,0.00157938,0.0007320316,0.0008183078,0.001895013],"category_scores_gemma":[0.0318845,0.0005539187,0.001349197,0.0005003874,0.0006799122,0.001945756,0.001697759,0.0009120018,0.0004053614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008682279,"about_ca_system_score_gemma":0.0012349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00231083,"about_ca_topic_score_gemma":0.004149894,"domain_scores_codex":[0.9946444,0.003181212,0.0005241319,0.0005391342,0.0006488573,0.000462394],"domain_scores_gemma":[0.9779308,0.01637816,0.001149845,0.0008441846,0.002833972,0.0008630729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005572675,0.0273037,0.5187686,0.01317963,0.001021757,0.003753944,0.1655571,0.001658678,0.008822072,0.0008839652,0.01005679,0.243421],"study_design_scores_gemma":[0.002537255,0.08406586,0.7272421,0.004467761,0.002254053,0.004640713,0.1165196,0.01578448,0.0077994,0.0009608447,0.0330169,0.000710977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961282,0.0002249052,0.0008804235,0.0001010354,0.00002090277,0.001502515,0.0002190413,0.00005104131,0.0008719024],"genre_scores_gemma":[0.9819272,0.000582983,0.01061958,0.0002294633,0.00002684823,0.005454315,0.0003463441,0.00003635484,0.0007768986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01211719,"threshold_uncertainty_score":0.06408262,"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."}}