{"id":"W4392240492","doi":"10.1002/lary.31366","title":"The Impact of <scp>COVID</scp>‐19 Restrictions on Hospital Admissions of Common Head and Neck Infections","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Otorhinolaryngology; Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); University hospital; Head and neck surgery; Head and neck; Disease; Virology; Intensive care medicine; Pediatrics; Emergency medicine; Outbreak; Internal medicine; Infectious disease (medical specialty); Surgery","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":[0.0007687584,0.000170757,0.0001692312,0.0006839148,0.0005756637,0.001084606,0.0005886147,0.0002713799,0.002243719],"category_scores_gemma":[0.00504732,0.0001587438,0.0002724851,0.001063394,0.0005513555,0.00046477,0.001184678,0.0006167744,0.0002558103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002192565,"about_ca_system_score_gemma":0.003571624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06985756,"about_ca_topic_score_gemma":0.1125146,"domain_scores_codex":[0.9985778,0.0002346607,0.0001954781,0.0001380644,0.0004188325,0.000435212],"domain_scores_gemma":[0.9916973,0.000794165,0.004686356,0.0002019503,0.0009263582,0.001693823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004328702,0.00001576058,0.9968856,0.00002371994,0.00001627034,0.0001271957,0.00009641388,0.00003850893,0.0001596279,0.00002085311,0.0002739448,0.00229894],"study_design_scores_gemma":[8.953857e-7,0.00002679906,0.999181,0.00001513558,0.000002490931,0.0001526868,0.0002685733,0.00002401996,0.00004013313,0.000003565114,0.0002830317,0.000001711722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965892,0.0005148568,0.00004038074,0.0003288855,0.00001992505,0.00001890897,0.000915233,0.000005862352,0.001566633],"genre_scores_gemma":[0.9986206,0.0002956135,0.00005680788,0.00008726909,0.0000215634,0.00001024724,0.0007579666,0.000002518082,0.00014737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06985756,"threshold_uncertainty_score":0.1389019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464782397679238,"score_gpt":0.3299021921075215,"score_spread":0.3152543681307291,"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."}}