{"id":"W3130264806","doi":"10.1007/s12630-021-01952-0","title":"The difficult clearance of the elective surgical backlog caused by the cancellation of cases due to the COVID-19 pandemic","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Surgical procedures; Intensive care medicine; Virology; Surgery; Internal medicine; Outbreak; Infectious disease (medical specialty)","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":[0.00294903,0.0005526796,0.000610863,0.0006521275,0.008472648,0.003342529,0.001257743,0.04503646,0.007954921],"category_scores_gemma":[0.02372462,0.0006487184,0.001052757,0.0005223122,0.00288573,0.002455073,0.001839521,0.03717646,0.002558603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009212712,"about_ca_system_score_gemma":0.01688541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0555648,"about_ca_topic_score_gemma":0.1152823,"domain_scores_codex":[0.9967201,0.0007380921,0.0003563417,0.0002824617,0.0008518924,0.00105105],"domain_scores_gemma":[0.9921343,0.00267043,0.0007110239,0.0001596931,0.00167012,0.002654363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006847792,0.00009033751,0.004232018,0.00007251039,0.00001903136,0.02038048,0.001280637,0.0001347196,0.0005782067,0.00529028,0.9569321,0.01092135],"study_design_scores_gemma":[0.00009010542,0.0001669765,0.008114661,0.0007954912,0.00003650747,0.01743103,0.005182408,0.0009528895,0.0003478703,0.007691985,0.9590687,0.0001213675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002371927,0.0005243333,0.00007797489,0.9774538,0.01021894,0.00001942376,0.00003740491,0.00001156306,0.009284694],"genre_scores_gemma":[0.01772789,0.001074372,0.0003012997,0.9475341,0.01968192,0.00003071309,0.00002446719,0.00002491837,0.01360033],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0555648,"threshold_uncertainty_score":0.1104828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142938251445877,"score_gpt":0.3000364020001116,"score_spread":0.2586070194856528,"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."}}