{"id":"W4283723040","doi":"10.1177/22925503221109074","title":"The 1 Year Effect of COVID-19 on Plastic Surgery Trauma at a Level One Trauma Centre: A Retrospective Review","year":2022,"lang":"en","type":"review","venue":"Plastic Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; University of Calgary","funders":"","keywords":"Medicine; Retrospective cohort study; Pandemic; Etiology; Coronavirus disease 2019 (COVID-19); Demographics; Emergency medicine; Occupational safety and health; Trauma centre; Health care; Medical emergency; Demography; Surgery; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002032249,0.0003302453,0.0008861392,0.006035321,0.0008536641,0.001380968,0.001013612,0.0006883138,0.002566238],"category_scores_gemma":[0.006504029,0.0005803723,0.001009208,0.008869138,0.0007507757,0.0008892026,0.001004539,0.000636559,0.0004890488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490905,"about_ca_system_score_gemma":0.00324113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02861527,"about_ca_topic_score_gemma":0.03332852,"domain_scores_codex":[0.9959062,0.0005335597,0.001327318,0.0007074316,0.001130407,0.0003949906],"domain_scores_gemma":[0.9846401,0.003140282,0.009086804,0.0004739298,0.00199962,0.0006591821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001560326,0.00005230912,0.9879902,0.002357269,0.000278868,0.001301144,0.000410952,0.00005802347,0.0001594207,0.00005601491,0.000789959,0.006389863],"study_design_scores_gemma":[0.000009238532,0.0002838822,0.9880568,0.001578792,0.0003488102,0.004558095,0.002083145,0.00006967072,0.0001449868,0.00001380297,0.002832301,0.00002050227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.909075,0.08114406,0.0002427052,0.0002630412,0.00005991212,0.000300545,0.006726087,0.00001805019,0.002170569],"genre_scores_gemma":[0.9645973,0.03106968,0.0002662703,0.0002733065,0.00008852603,0.000183514,0.003191754,0.00001238016,0.0003171857],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02861527,"threshold_uncertainty_score":0.0568974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2264522240437666,"score_gpt":0.4049704727844801,"score_spread":0.1785182487407135,"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."}}