{"id":"W3156790350","doi":"10.2196/25713","title":"Use of eHealth Platforms and Apps to Support Monitoring and Management of Home-Quarantined Patients With COVID-19 in the Province of Trento, Italy: App Development and Implementation","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Medical emergency; Telehealth; Medicine; Telemedicine; Multidisciplinary approach; Nursing; Business; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009928842,0.00008938379,0.0002407789,0.000321842,0.00007982249,0.00001133471,0.0000429701,0.00002193747,0.0000100217],"category_scores_gemma":[0.00002915707,0.00005832196,0.000008655709,0.0004867653,0.00007868679,0.0002226852,0.00009612072,0.000112408,1.895695e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009061352,"about_ca_system_score_gemma":0.0003351481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001617804,"about_ca_topic_score_gemma":0.0001771244,"domain_scores_codex":[0.9982795,0.00006377155,0.0005302902,0.000160001,0.0007118459,0.0002546032],"domain_scores_gemma":[0.9991695,0.0001752229,0.0001656075,0.0001228025,0.0002248291,0.0001420816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006839446,0.0002519038,0.8420274,0.005827404,0.00006069963,0.00001367617,0.03640914,6.390758e-7,0.00009832522,0.0005154085,0.0002251594,0.1138863],"study_design_scores_gemma":[0.004260201,0.001938704,0.9564849,0.0002894283,0.00001402639,0.000005536182,0.03263824,0.000007984762,0.003488253,0.00002633953,0.0007936477,0.00005276834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997252,0.00005054644,0.0001894795,0.0004543567,0.0000092464,0.001981254,0.00002940051,0.000003874286,0.00002980731],"genre_scores_gemma":[0.9976062,0.0002065347,0.001828131,0.00006138101,0.000006016847,0.0001535048,0.0001139876,0.000006560107,0.00001774289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1144575,"threshold_uncertainty_score":0.23783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0997978582679603,"score_gpt":0.459623639803139,"score_spread":0.3598257815351787,"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."}}