{"id":"W3169176333","doi":"10.1016/j.cjco.2021.05.015","title":"An Evaluation of Cardiology Virtual Care During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute; McMaster University; Health Sciences Centre","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Medicine; Telemedicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medical emergency; Family medicine; Internal medicine; Disease; Virology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03735104,0.0005052431,0.0005573526,0.0005686038,0.003192979,0.00199045,0.00202236,0.001322391,0.002841239],"category_scores_gemma":[0.04478673,0.000453389,0.0006640393,0.0005245443,0.001200972,0.001474283,0.003969288,0.001326341,0.0002391728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004436631,"about_ca_system_score_gemma":0.01066768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007060368,"about_ca_topic_score_gemma":0.01371813,"domain_scores_codex":[0.9509456,0.04156594,0.001460857,0.0007282423,0.002300792,0.002998557],"domain_scores_gemma":[0.9646668,0.01762844,0.002592201,0.001469638,0.005517407,0.008125423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02456478,0.1194058,0.2160314,0.005404504,0.0004237703,0.00346736,0.1031611,0.006462191,0.007022547,0.002511361,0.009008181,0.502537],"study_design_scores_gemma":[0.01120273,0.4123355,0.350601,0.002200733,0.0005018092,0.001470224,0.1733272,0.01022997,0.007300665,0.0008196984,0.02966953,0.0003410606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928502,0.0001170309,0.0006250523,0.001025957,0.00005316431,0.002508504,0.00009695279,0.00003220958,0.002690951],"genre_scores_gemma":[0.9913093,0.0002109807,0.004755369,0.0007723976,0.00004729278,0.002241967,0.0001237987,0.00001055673,0.0005283569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03735104,"threshold_uncertainty_score":0.1975335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1514360688382502,"score_gpt":0.4790860796884872,"score_spread":0.3276500108502369,"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."}}