{"id":"W3201801597","doi":"10.1016/j.cjca.2021.06.002","title":"The Indirect Impact of COVID-19 on Cardiac Care and Outcomes: Lessons From a Stretched System","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Alberta","funders":"","keywords":"Medicine; Scopus; Cardiac surgery; Percutaneous coronary intervention; Cardiac catheterization; Health care; Medical emergency; Internal medicine; Cardiology; MEDLINE; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00825556,0.0003464459,0.0008979745,0.000757621,0.007487884,0.006816019,0.001727146,0.02645289,0.01077528],"category_scores_gemma":[0.05302126,0.0004077282,0.0008748419,0.001292244,0.006151175,0.00530452,0.004078165,0.03168371,0.001410058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01467368,"about_ca_system_score_gemma":0.02016475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.12388,"about_ca_topic_score_gemma":0.2400695,"domain_scores_codex":[0.994017,0.002083755,0.0005750479,0.0005128111,0.001500644,0.001310691],"domain_scores_gemma":[0.9360114,0.03910697,0.003134572,0.001423338,0.007623882,0.01269989],"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":[0.0002011971,0.0001914004,0.03764854,0.0001550413,0.0001296857,0.01080773,0.003266467,0.0004052374,0.0002699814,0.03652366,0.8592428,0.0511582],"study_design_scores_gemma":[0.0006273577,0.0003418811,0.05468037,0.003248038,0.0003111693,0.009367016,0.01960319,0.002407958,0.0005096919,0.1338811,0.7745855,0.000436558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001912406,0.0005141463,0.00004203845,0.9933914,0.001526548,0.000002181466,0.00003586927,0.000003078253,0.002572365],"genre_scores_gemma":[0.05556595,0.002342385,0.0003333581,0.9166126,0.02257955,0.00002287119,0.00004556624,0.00002209719,0.002475597],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.12388,"threshold_uncertainty_score":0.2463179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972470362682188,"score_gpt":0.3023608171772161,"score_spread":0.2726361135503942,"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."}}