{"id":"W3022075057","doi":"10.1101/2020.05.01.20087304","title":"Sinus and Anterior Skull Base Surgery during the COVID-19 pandemic: Systematic review, Synthesis and YO-IFOS position","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Western University","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurosurgery; Perioperative; Health care; MEDLINE; Systematic review; Pandemic; Population; Surgery; Coronavirus disease 2019 (COVID-19); Disease; Internal medicine","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":[0.01439541,0.001870292,0.009924852,0.0147482,0.0007660285,0.003721712,0.002042272,0.002275314,0.006231282],"category_scores_gemma":[0.05104625,0.00116718,0.008522513,0.01273174,0.001069022,0.00351385,0.002314621,0.001199818,0.0004052368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00427642,"about_ca_system_score_gemma":0.01658557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007423245,"about_ca_topic_score_gemma":0.02084023,"domain_scores_codex":[0.9874572,0.003488172,0.005607673,0.000959224,0.00199891,0.0004888773],"domain_scores_gemma":[0.9699169,0.01995892,0.006304463,0.0004879955,0.002962418,0.0003692588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007896445,0.000005221375,0.0005876784,0.9858348,0.004608071,0.00005691008,0.0001313373,0.00003998805,0.00007354017,0.0001374242,0.0007559381,0.007690146],"study_design_scores_gemma":[0.0001461458,0.0001074347,0.003271302,0.9211954,0.06456949,0.0002255942,0.0003720299,0.00005796253,0.0001070551,0.0002632568,0.009658956,0.00002538223],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001757308,0.9944564,0.0002548181,0.0006405442,0.0002457302,0.000995632,0.001222449,0.00001541696,0.0004116858],"genre_scores_gemma":[0.02259536,0.9713489,0.001034056,0.001293993,0.0002092484,0.002643016,0.0006495261,0.00001086419,0.0002149846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0147482,"threshold_uncertainty_score":0.07613117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09810890318044671,"score_gpt":0.3628091572887837,"score_spread":0.264700254108337,"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."}}