{"id":"W4312541556","doi":"10.2196/41838","title":"End Users' Perspectives on the Quality and Design of mHealth Technologies During the COVID-19 Pandemic in the Philippines: Qualitative Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Philippine Council for Health Research and Development; University of the Philippines","keywords":"mHealth; Usability; Focus group; Mobile technology; Telemedicine; Computer science; Qualitative research; Health care; Knowledge management; Mobile device; Business; Medicine; World Wide Web; Nursing; Marketing; Human–computer interaction; Sociology; Psychological intervention; Political science","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":[0.0223854,0.0007236021,0.0007779432,0.001913266,0.006859096,0.004047526,0.001928417,0.001859082,0.002433562],"category_scores_gemma":[0.03013353,0.0006788507,0.0005497602,0.002142562,0.006634255,0.004611058,0.004697514,0.00210879,0.0002978139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005380256,"about_ca_system_score_gemma":0.004157094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007215098,"about_ca_topic_score_gemma":0.006046977,"domain_scores_codex":[0.979418,0.01603397,0.0006028062,0.000798118,0.001219396,0.001927785],"domain_scores_gemma":[0.9516099,0.03962057,0.001914249,0.0006927041,0.004167207,0.001995307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002307227,0.00002218532,0.001552681,0.000134624,0.000002634465,0.0003899775,0.9943399,0.00003615506,0.0005896357,0.0003527743,0.0001640467,0.002392422],"study_design_scores_gemma":[0.000002981573,0.00005049333,0.001047157,0.0001448374,0.00000328311,0.0001168422,0.994817,0.0001331047,0.0003852197,0.0001520116,0.003134509,0.00001256896],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871626,0.0005659466,0.005467937,0.002110876,0.00003939601,0.0004261823,0.0002607928,0.00003233561,0.003933848],"genre_scores_gemma":[0.9946287,0.0005188829,0.001943157,0.0006379366,0.00001614076,0.0005484122,0.0000789796,0.0000269613,0.001600839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0223854,"threshold_uncertainty_score":0.1183867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4280405516717068,"score_gpt":0.6279409266304686,"score_spread":0.1999003749587618,"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."}}