{"id":"W4285474427","doi":"10.54127/kyct4710","title":"Canadian Clinicians Adopting Virtual Health Care during COVID-19 Pandemic: Salute to Our Fast Learners","year":2021,"lang":"en","type":"article","venue":"Journal of Concurrent Disorders","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medical emergency; Virology; Psychology; Medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006196979,0.0004363693,0.0004659969,0.0008942343,0.0232044,0.01034883,0.003432862,0.006791004,0.04217527],"category_scores_gemma":[0.03747508,0.000600353,0.0005442872,0.001539387,0.004644912,0.003277234,0.007148316,0.01087343,0.003589127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05703181,"about_ca_system_score_gemma":0.2929423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8822866,"about_ca_topic_score_gemma":0.9599732,"domain_scores_codex":[0.9898909,0.001920897,0.000272635,0.0005554524,0.002533223,0.00482691],"domain_scores_gemma":[0.9193187,0.003216731,0.002733509,0.001064532,0.01827678,0.05538983],"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":[0.0001624914,0.0003790702,0.0537241,0.0004051086,0.00005956407,0.003470725,0.02233065,0.0003544149,0.0009719701,0.007624964,0.8129721,0.09754486],"study_design_scores_gemma":[0.0001599489,0.0002491171,0.05198387,0.00171733,0.00008176937,0.001818262,0.1628456,0.0005779033,0.0004684279,0.004377229,0.7753857,0.0003348607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05626365,0.002710444,0.0007805777,0.893711,0.006496411,0.0002245154,0.0004334358,0.0001914441,0.03918863],"genre_scores_gemma":[0.5736687,0.009110481,0.007109458,0.3501185,0.002430604,0.0002526822,0.0005269213,0.000288205,0.05649438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1177134,"threshold_uncertainty_score":0.4137967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.056193327638668,"score_gpt":0.4243340596459746,"score_spread":0.3681407320073066,"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."}}