{"id":"W4281667323","doi":"10.2196/preprints.37717","title":"The Syndemic of Inequity and COVID-19 in Virtual Care (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bible College","funders":"","keywords":"Syndemic; Equity (law); Health equity; Ethnic group; Pandemic; Coronavirus disease 2019 (COVID-19); Preprint; Psychological intervention; Health care; Sociology; Political science; Public relations; Medicine; Public health; Nursing; Computer science","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":[0.003996742,0.0003324584,0.0004112665,0.0005879519,0.009239344,0.01315464,0.001311179,0.009211132,0.01680645],"category_scores_gemma":[0.01493048,0.0002222419,0.0003423891,0.001127894,0.01461862,0.004554695,0.002790315,0.008987607,0.003097496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01421697,"about_ca_system_score_gemma":0.0222594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2537763,"about_ca_topic_score_gemma":0.3662733,"domain_scores_codex":[0.994489,0.002301734,0.0002135202,0.0004460816,0.002040348,0.0005093205],"domain_scores_gemma":[0.990351,0.005944947,0.0002687817,0.0004512979,0.002248721,0.0007352847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000004354084,0.000006316694,0.0001438226,0.00006207166,0.000001946654,0.00008673988,0.005185052,0.00004193098,0.00003379992,0.125451,0.8648887,0.004094321],"study_design_scores_gemma":[0.0000049727,0.000004556948,0.0008578142,0.0002414969,0.000004031919,0.00006903869,0.006791259,0.0001131339,0.0001090429,0.01657124,0.9752177,0.00001570345],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002027262,0.003729599,0.0008389457,0.8343099,0.03152057,0.00003659583,0.0002874823,0.00009794617,0.1271517],"genre_scores_gemma":[0.173265,0.01257738,0.00190479,0.4423888,0.05369027,0.0001825145,0.0004139002,0.000694185,0.3148831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2537763,"threshold_uncertainty_score":0.5045984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05332092242282507,"score_gpt":0.40838096294408,"score_spread":0.3550600405212549,"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."}}