{"id":"W4400189587","doi":"10.1371/journal.pone.0306290","title":"High prevalence of long-term olfactory disorders in healthcare workers after COVID-19: A case-control study","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Canadian Institutes of Health Research; Vetenskapsrådet; Knut och Alice Wallenbergs Stiftelse","keywords":"Hyposmia; Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Population; Anosmia; Olfaction; Olfactory system; Environmental health; Psychiatry; Internal medicine; Disease; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002473059,0.0002021279,0.0003576115,0.000224585,0.0001242767,0.00003509451,0.0001369078,0.00006418059,0.0003717398],"category_scores_gemma":[0.0006383407,0.0001804438,0.00007342329,0.0004057082,0.0001724483,0.0002154223,0.00005910254,0.0003185312,0.00004595275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257738,"about_ca_system_score_gemma":0.0001000644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001738076,"about_ca_topic_score_gemma":0.001306126,"domain_scores_codex":[0.9978037,0.0004618795,0.0003823005,0.0006044735,0.000441552,0.0003060829],"domain_scores_gemma":[0.9986103,0.0008059899,0.00007095064,0.0003214119,0.00003061975,0.000160794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004556889,0.002147529,0.9869011,0.00224708,0.00010107,0.001921167,0.003167267,0.00003909552,0.00252817,0.00002374616,0.00001696545,0.0004510978],"study_design_scores_gemma":[0.001553665,0.001011724,0.9930245,0.0004425606,0.0002504596,0.00003816611,0.001028864,0.0001161175,0.002020864,0.0001256474,0.00001632145,0.0003710639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957078,0.0009789997,0.00004772191,0.001502781,0.0002713102,0.001129494,0.0001905423,0.0001461212,0.00002527346],"genre_scores_gemma":[0.9983983,0.000160796,0.000007792163,0.0006230885,0.00004966271,0.0001993215,4.747342e-7,0.00002378504,0.0005367676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006123423,"threshold_uncertainty_score":0.7358286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494364199567022,"score_gpt":0.2993804551921193,"score_spread":0.1499440352354171,"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."}}