{"id":"W3184571952","doi":"10.1183/23120541.00405-2021","title":"Worldwide experiences and opinions of healthcare providers on eHealth for patients with interstitial lung diseases in the COVID-19 era","year":2021,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Deutsches Zentrum für Lungenforschung; Universität Heidelberg; University of Southern California","keywords":"eHealth; Medicine; Coronavirus disease 2019 (COVID-19); Health care; Pandemic; Interstitial lung disease; Telemedicine; Health professionals; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; 2019-20 coronavirus outbreak; Disease; Lung; Internal medicine; Virology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005923522,0.0001066357,0.0002662305,0.0001451493,0.0002991296,0.0001032728,0.0002847475,0.00003901482,0.00009019872],"category_scores_gemma":[0.0007467001,0.00006759172,0.00005151919,0.0003763683,0.0003027607,0.0001468349,0.000176802,0.0002753599,9.707724e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722655,"about_ca_system_score_gemma":0.001843293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002200932,"about_ca_topic_score_gemma":0.0005455653,"domain_scores_codex":[0.9979981,0.0004244209,0.0002478416,0.0003766417,0.0005898586,0.0003631694],"domain_scores_gemma":[0.9982952,0.0006895945,0.0000520489,0.0003133102,0.0003078275,0.0003420131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1746104,0.008342194,0.5674489,0.01318914,0.0002629824,0.0007624776,0.0687131,0.00002323317,0.00005220088,0.03013744,0.1201744,0.01628356],"study_design_scores_gemma":[0.03236796,0.09299447,0.4191422,0.009395795,0.0002276524,0.0001013863,0.2973787,0.00129568,0.0001797706,0.00279945,0.1429739,0.001143008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8546763,0.002139936,0.00007975531,0.1307934,0.0003056545,0.00897628,0.0009305332,0.0000190699,0.002079058],"genre_scores_gemma":[0.9958708,0.0001050411,0.0001263457,0.002442801,0.00009828536,0.0008955415,0.0002903296,0.00001365402,0.0001572301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2286656,"threshold_uncertainty_score":0.3327166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07424520027747178,"score_gpt":0.4388145407984078,"score_spread":0.364569340520936,"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."}}