{"id":"W3184016491","doi":"10.12927/hcq.2021.26552","title":"Impact of the COVID-19 Pandemic on Health System Use in Canada","year":2021,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Health care; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medical emergency; Medicine; Healthcare system; Emergency department; Best practice; Family medicine; Nursing; Political science; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002061174,0.0003179713,0.0004656692,0.002217716,0.003658096,0.003574858,0.001275375,0.000613564,0.003130678],"category_scores_gemma":[0.009203541,0.0003814448,0.0006763651,0.007949271,0.001697461,0.0009954723,0.002882963,0.002078353,0.0001845702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1210253,"about_ca_system_score_gemma":0.1266085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985247,"about_ca_topic_score_gemma":0.9986095,"domain_scores_codex":[0.9952625,0.0005017135,0.0002573402,0.0002389847,0.001966783,0.001772612],"domain_scores_gemma":[0.9926155,0.0008317037,0.0009403348,0.0001699756,0.0033895,0.002053011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002566089,0.0001467262,0.8917605,0.0004958026,0.0002674698,0.0003604605,0.009947699,0.001747425,0.0003742775,0.004128661,0.03819931,0.05231507],"study_design_scores_gemma":[0.000009938371,0.00002556211,0.9805896,0.0001782867,0.00002885433,0.00002976045,0.005527377,0.0006169641,0.0001267373,0.0001354625,0.01269579,0.00003563154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8726374,0.007174501,0.0003143157,0.03871459,0.0002329923,0.0002246173,0.03905396,0.00009020221,0.04155741],"genre_scores_gemma":[0.9892883,0.002822006,0.0002938141,0.001805672,0.00003345185,0.00002832699,0.003867451,0.00001850049,0.001842499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1210253,"threshold_uncertainty_score":0.8781042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093366832220983,"score_gpt":0.4092363427822998,"score_spread":0.2998996595602014,"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."}}