{"id":"W2900670977","doi":"10.2196/12664","title":"EasyDetectDisease: An Android App for Early Symptom Detection and Prevention of Childhood Infectious Diseases","year":2018,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breastfeeding; Usability; Medicine; Disease; Mobile apps; Infectious disease (medical specialty); Public health; Pediatrics; Family medicine; Nursing; World Wide Web; Pathology","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":[0.0003803783,0.001026175,0.0004129715,0.0008764263,0.0002657484,0.0004910741,0.0006473554,0.0007299432,0.009076215],"category_scores_gemma":[0.002573574,0.0002548336,0.0005852478,0.0002153244,0.0001513408,0.0008024556,0.001079374,0.0003620409,0.002092698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193405,"about_ca_system_score_gemma":0.0004466076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129782,"about_ca_topic_score_gemma":0.002502942,"domain_scores_codex":[0.9996963,0.0000836229,0.0000394688,0.00004243869,0.0000914171,0.00004688181],"domain_scores_gemma":[0.9984747,0.0009404916,0.000183687,0.00005984813,0.000183882,0.000157439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002327376,0.001457001,0.05789272,0.007029997,0.000211938,0.003026928,0.003753059,0.0004786388,0.03170313,0.0006922925,0.1263757,0.7650512],"study_design_scores_gemma":[0.001815733,0.009263316,0.5269408,0.005674071,0.001575443,0.02349703,0.004142333,0.01429851,0.03579578,0.002436208,0.3735115,0.001049243],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7256587,0.02458709,0.08235053,0.005004216,0.001613742,0.008253677,0.02125593,0.05046677,0.08080941],"genre_scores_gemma":[0.7766561,0.0124393,0.1645473,0.003770842,0.0007554465,0.003825827,0.008265505,0.0005893222,0.02915038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009076215,"threshold_uncertainty_score":0.03036296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05343368890973261,"score_gpt":0.5343649482435818,"score_spread":0.4809312593338492,"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."}}