{"id":"W3130077304","doi":"10.1071/ah20190","title":"Virtual models of chronic disease management: lessons from the experiences of virtual care during the COVID-19 response","year":2021,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Michael Smith Health Research BC","funders":"","keywords":"Medicine; Health care; Disease management; Pandemic; Telemedicine; Telehealth; Disease; Population health; Chronic care; Medical emergency; Coronavirus disease 2019 (COVID-19); Nursing; Family medicine; Public health; Chronic disease","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":[0.0008920201,0.0001623968,0.0005280909,0.00004230659,0.0002351934,0.000006510687,0.0002178136,0.00002996079,0.0006427707],"category_scores_gemma":[0.0002804762,0.00009811724,0.0001377935,0.0004520736,0.0001727722,0.00007699535,0.00007666002,0.0001867228,0.000005547133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002748502,"about_ca_system_score_gemma":0.001777874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004849194,"about_ca_topic_score_gemma":0.0001398047,"domain_scores_codex":[0.9971518,0.0007390788,0.000937673,0.0003106915,0.0005145528,0.0003462108],"domain_scores_gemma":[0.9979252,0.0003648684,0.0004398628,0.0007283946,0.0001102307,0.0004314711],"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":[0.004778212,0.0008285647,0.01277364,0.2114657,0.0009493702,0.0008125387,0.2351456,0.0005003604,0.0002540341,0.02024941,0.1934944,0.3187482],"study_design_scores_gemma":[0.007255177,0.002464797,0.1221057,0.02666617,0.001332696,0.0001035839,0.2549216,0.00006705474,0.0005686022,0.0002328015,0.5837904,0.0004913868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4969748,0.2325955,0.0002921903,0.2666259,0.0002792507,0.002863898,0.0002946854,0.00003816032,0.00003563557],"genre_scores_gemma":[0.8721675,0.1101619,0.00009134837,0.01664669,0.000128126,0.0002246611,0.0001576322,0.00001506119,0.0004070386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.390296,"threshold_uncertainty_score":0.7037889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276133012903423,"score_gpt":0.4482751341745903,"score_spread":0.3206618328842479,"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."}}