{"id":"W4315563745","doi":"10.2196/38555","title":"mHealth App to Facilitate Remote Care for Patients With COVID-19: Rapid Development of the DrCovid+ App","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Singapore General Hospital","keywords":"mHealth; Cloud computing; Health care; Telehealth; Computer science; Enabling; Internet privacy; Telemedicine; World Wide Web; Medicine","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":[0.004525707,0.0008459017,0.0004293646,0.0006202233,0.0006151593,0.001247021,0.001190037,0.0009149017,0.01047309],"category_scores_gemma":[0.01115107,0.0003865447,0.0009939356,0.000224161,0.0004264306,0.001370143,0.002496103,0.00129087,0.004519239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087384,"about_ca_system_score_gemma":0.001850807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006303666,"about_ca_topic_score_gemma":0.001406026,"domain_scores_codex":[0.9977094,0.001014885,0.0002088439,0.0002473113,0.0006541699,0.0001653482],"domain_scores_gemma":[0.9961677,0.002082278,0.000237652,0.0002298012,0.0009454701,0.0003370258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001216948,0.001646494,0.01183236,0.005425067,0.0000899442,0.003095005,0.008377632,0.001452203,0.04449607,0.003172903,0.1036553,0.8155401],"study_design_scores_gemma":[0.001087215,0.007430497,0.04360479,0.004988728,0.0004438372,0.01246528,0.005895742,0.01828514,0.07580054,0.005322578,0.8240227,0.0006529717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3011935,0.005575054,0.4776408,0.01134337,0.003306066,0.04816911,0.007527103,0.03369648,0.1115486],"genre_scores_gemma":[0.1820292,0.003407125,0.7636423,0.002909617,0.000321628,0.01427026,0.002884936,0.001323199,0.02921183],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01047309,"threshold_uncertainty_score":0.03503603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.202843673717483,"score_gpt":0.5291227927020745,"score_spread":0.3262791189845915,"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."}}