{"id":"W4280576680","doi":"10.1016/j.athoracsur.2022.05.001","title":"Surgical Triage and Timing for Patients With Coronavirus Disease: A Guidance Statement from The Society of Thoracic Surgeons","year":2022,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Montreal Heart Institute; Saint John Regional Hospital; University of Manitoba","funders":"","keywords":"Medicine; Cardiac surgery; Pandemic; Perioperative; Intervention (counseling); Triage; Psychological intervention; Workforce; Intensive care medicine; Cardiothoracic surgery; Public health; Disease; Emergency medicine; Coronavirus disease 2019 (COVID-19); Cardiology; Surgery; Internal medicine; Nursing; 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":[0.02210255,0.00206545,0.00311742,0.004163234,0.002910778,0.004789641,0.003974102,0.0212429,0.004011577],"category_scores_gemma":[0.06351035,0.001314779,0.004629923,0.002857232,0.002338973,0.002507594,0.004284744,0.02324658,0.004611804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005680262,"about_ca_system_score_gemma":0.05068498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0353814,"about_ca_topic_score_gemma":0.06501518,"domain_scores_codex":[0.9825574,0.004048664,0.005004551,0.0006711339,0.006122965,0.001595385],"domain_scores_gemma":[0.9002342,0.02258671,0.01116311,0.002092134,0.04805774,0.01586614],"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":[0.0001027171,0.0003222808,0.007607815,0.000625199,0.0001036182,0.0002862397,0.0004395524,0.001525534,0.0006066674,0.002285957,0.9137036,0.07239088],"study_design_scores_gemma":[0.000412147,0.0003665257,0.02797537,0.01093374,0.0003086103,0.0008548856,0.001489149,0.003119452,0.0009430972,0.007053042,0.9463205,0.0002235285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003400782,0.01720127,0.007201712,0.9035876,0.03557505,0.001261882,0.002387478,0.0007220586,0.02866219],"genre_scores_gemma":[0.05699976,0.08859662,0.151736,0.5548972,0.08844768,0.006812709,0.01274392,0.0009554966,0.03881051],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0353814,"threshold_uncertainty_score":0.1168908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2783674701028007,"score_gpt":0.4813573717906705,"score_spread":0.2029899016878698,"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."}}