{"id":"W4251272164","doi":"10.2196/preprints.29876","title":"The Future of Virtual Care for Older Ethnic Adults Beyond the COVID-19 Pandemic (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Public Health Ontario; University of Toronto; University of Ottawa; University Health Network","funders":"","keywords":"Ethnic group; Pandemic; Status quo; Health care; General partnership; Population; Political science; Sociology; Gerontology; Psychology; Public relations; Coronavirus disease 2019 (COVID-19); Medicine; Disease; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002417064,0.0002156176,0.0001526619,0.0003712608,0.004964346,0.007982521,0.0007070515,0.001925735,0.03772418],"category_scores_gemma":[0.004291165,0.0001277781,0.0002290241,0.0004956325,0.003249926,0.004765004,0.003122651,0.001900811,0.00481928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009657001,"about_ca_system_score_gemma":0.02630993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2333621,"about_ca_topic_score_gemma":0.3341256,"domain_scores_codex":[0.9990882,0.0003088383,0.00002144916,0.00004932749,0.0002627624,0.000269529],"domain_scores_gemma":[0.9966167,0.0005641564,0.00006666801,0.000117074,0.000701114,0.001934419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002685341,0.00004104443,0.001260479,0.0002035804,0.000004146475,0.0001820397,0.005888796,0.0001317831,0.0002502342,0.06258147,0.8173379,0.1120916],"study_design_scores_gemma":[0.000007299035,0.00001747368,0.001596871,0.0004015361,0.000004885697,0.0001204627,0.01134389,0.0001883892,0.0001449782,0.00947624,0.976685,0.00001297356],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02040976,0.01834408,0.003455279,0.6611748,0.009401392,0.0001002522,0.0006557589,0.000806004,0.2856526],"genre_scores_gemma":[0.4551902,0.05730468,0.02266167,0.09449793,0.00642239,0.0002948269,0.001641719,0.0007164961,0.3612701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2333621,"threshold_uncertainty_score":0.4640075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731831321279151,"score_gpt":0.3951675980844964,"score_spread":0.3478492848717049,"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."}}