{"id":"W3035153803","doi":"10.1016/s1470-2045(20)30334-x","title":"Recommendations for head and neck surgical oncology practice in a setting of acute severe resource constraint during the COVID-19 pandemic: an international consensus","year":2020,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network; Institute for Work & Health; Western University","funders":"National Cancer Institute; Tata Memorial Centre; European Organisation for Research and Treatment of Cancer; National Cancer Centre of Singapore; National Institute for Health and Care Research; National Cancer Research Institute; American College of Radiology Imaging Network","keywords":"Medicine; Pandemic; Context (archaeology); Head and neck cancer; Delphi method; Surgical oncology; Health care; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Radiation therapy; Oncology; Internal medicine; Disease; Infectious disease (medical specialty); Political science","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":[0.01638621,0.001417898,0.003683455,0.003957891,0.001200713,0.004901783,0.005036474,0.008366734,0.01272746],"category_scores_gemma":[0.03828201,0.000879271,0.004402879,0.002906187,0.001403495,0.005219472,0.004306647,0.009575937,0.003855288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005844586,"about_ca_system_score_gemma":0.04191493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0220932,"about_ca_topic_score_gemma":0.04451251,"domain_scores_codex":[0.9942392,0.002294093,0.001359095,0.0004557909,0.001212239,0.0004395482],"domain_scores_gemma":[0.9799123,0.009587712,0.001933729,0.0003033695,0.006766561,0.001496273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001157687,0.0001378808,0.0007527581,0.06957991,0.0005512238,0.0001918614,0.0005863999,0.0008417256,0.0002171581,0.01160696,0.2943308,0.6210875],"study_design_scores_gemma":[0.0001779814,0.00006872313,0.001367015,0.226183,0.0008042132,0.0001815236,0.0009421419,0.0001973213,0.0001077421,0.008913659,0.7609773,0.00007930241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000204736,0.8552567,0.001369472,0.1314292,0.006198724,0.0002738858,0.0006301001,0.00006162473,0.004575622],"genre_scores_gemma":[0.002559804,0.9504241,0.007548972,0.03458652,0.001714184,0.0004896786,0.0005464529,0.00002524066,0.002105038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0220932,"threshold_uncertainty_score":0.08665961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.304603782948215,"score_gpt":0.5523475790488261,"score_spread":0.2477437961006111,"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."}}