{"id":"W3046897795","doi":"10.1002/alr.22677","title":"International registry of otolaryngologist–head and neck surgeons with COVID‐19","year":2020,"lang":"en","type":"article","venue":"International Forum of Allergy & Rhinology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Otorhinolaryngology; Etiology; Coronavirus disease 2019 (COVID-19); General surgery; Surgery; Pediatrics; Disease; Infectious disease (medical specialty); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006966038,0.0001081212,0.0002604215,0.0001427871,0.00003063306,0.000007403159,0.000154639,0.0001127446,0.0006489974],"category_scores_gemma":[0.0003894756,0.00009310728,0.00008160272,0.00007565917,0.000213828,0.0001002297,0.00007630018,0.0001440903,0.000006178326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000410709,"about_ca_system_score_gemma":0.0001282674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003086963,"about_ca_topic_score_gemma":0.0001665662,"domain_scores_codex":[0.9990303,0.00002291552,0.0003525485,0.000225105,0.0002403925,0.0001287224],"domain_scores_gemma":[0.9991,0.00008171125,0.00027651,0.0001247107,0.0002974386,0.0001196344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006198225,0.000316969,0.8811433,0.00008854551,0.002004845,0.0001167949,0.0004038543,0.0005403291,0.006727718,0.09221695,0.006844805,0.003397707],"study_design_scores_gemma":[0.007150222,0.001708939,0.5206496,0.00009079686,0.0000657497,0.0007716906,0.0002478576,0.006810121,0.002297449,0.001031999,0.4589683,0.0002072475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857854,0.000153584,0.01290301,0.07641761,0.0006186516,0.0002189903,0.00007341716,0.00006812865,0.02376121],"genre_scores_gemma":[0.9964509,0.0001391553,0.0009038163,0.001819862,0.00009774959,0.000009151961,0.0001299382,0.000008646678,0.0004407813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4521236,"threshold_uncertainty_score":0.7106067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263107882666689,"score_gpt":0.2862520679713214,"score_spread":0.2636209891446545,"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."}}