{"id":"W3210274467","doi":"10.1503/cjs.017321","title":"Will this COVID-19 wave be a tsunami for surgery?","year":2021,"lang":"en","type":"editorial","venue":"Canadian Journal of Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Social distance; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Vaccination; Distancing; Medical emergency; Virology; Outbreak; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.007600652,0.003097278,0.002709497,0.002769871,0.005279217,0.008718399,0.003160491,0.02463859,0.01992858],"category_scores_gemma":[0.0349775,0.001003467,0.002625674,0.001408168,0.003363808,0.00448677,0.001316136,0.02909311,0.01032609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006681765,"about_ca_system_score_gemma":0.01155658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02247458,"about_ca_topic_score_gemma":0.0658252,"domain_scores_codex":[0.9947601,0.0007272432,0.0005792301,0.0004730299,0.002891479,0.0005688554],"domain_scores_gemma":[0.9726092,0.009506859,0.0009207164,0.0005524303,0.01135203,0.0050588],"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":[0.00001149642,0.000006070935,0.00003236513,0.0001196102,0.000007467392,0.00006532574,0.000020337,0.000009053684,0.0000138965,0.0002370426,0.996804,0.002673345],"study_design_scores_gemma":[0.00004046533,0.00002526758,0.0004399681,0.0008295566,0.00004347286,0.000196269,0.0001929633,0.00007471429,0.00005436083,0.000745662,0.9973253,0.00003195492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003828547,0.003643603,0.00003666254,0.07175457,0.9219671,0.00002066059,0.00005262952,0.00003313992,0.002453424],"genre_scores_gemma":[0.0007125562,0.007814728,0.0000950301,0.06384096,0.9167476,0.00002762484,0.00004675817,0.0000361506,0.01067869],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9775254,"threshold_uncertainty_score":0.06666774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1579170131044875,"score_gpt":0.3788175748949419,"score_spread":0.2209005617904544,"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."}}