{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004044709,0.000627353,0.0003267855,0.0009122216,0.0006706821,0.001021703,0.0008759605,0.0005214345,0.002616001],"category_scores_gemma":[0.01297495,0.0002939372,0.0006035607,0.0003678698,0.0005258351,0.0009647011,0.002364404,0.0007253336,0.0007468943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147312,"about_ca_system_score_gemma":0.004013029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01800476,"about_ca_topic_score_gemma":0.02679627,"domain_scores_codex":[0.9982352,0.000862424,0.0001304487,0.0002090867,0.00029705,0.0002657884],"domain_scores_gemma":[0.9950547,0.002666928,0.0004014493,0.0002107692,0.0007872907,0.0008789222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002492835,0.004417865,0.191285,0.004713196,0.0002342631,0.002583924,0.02326724,0.0009204245,0.006440924,0.0004823178,0.03973022,0.7234317],"study_design_scores_gemma":[0.002466396,0.00946879,0.6898564,0.00730527,0.001074042,0.003523575,0.02936809,0.009083344,0.007880965,0.001337157,0.2379615,0.0006745061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319459,0.003676093,0.01294356,0.005753689,0.0004231332,0.0106071,0.004088649,0.005033695,0.02552806],"genre_scores_gemma":[0.9028487,0.003651071,0.07431714,0.002283733,0.0002168032,0.007516659,0.002886299,0.0002321958,0.006047379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800476,"threshold_uncertainty_score":0.03579998,"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."}}