{"id":"W3207066793","doi":"10.1101/2021.10.19.21265187","title":"Symptoms compatible with long-COVID in healthcare workers with and without SARS-CoV-2 infection – results of a prospective multicenter cohort","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System","funders":"Bundesamt für Gesundheit","keywords":"Medicine; Cohort; Internal medicine; Coronavirus disease 2019 (COVID-19); Serology; Poisson regression; Cohort study; Prospective cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Immunology; Population; Infectious disease (medical specialty); Antibody","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":[0.001949859,0.0007808525,0.0004903395,0.0008473785,0.00114691,0.001069591,0.0005973897,0.001031227,0.001863688],"category_scores_gemma":[0.002139824,0.000621951,0.0009392889,0.0006620368,0.0005071253,0.0008540571,0.001017679,0.0008206951,0.000747387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719023,"about_ca_system_score_gemma":0.0003641564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006270695,"about_ca_topic_score_gemma":0.004343547,"domain_scores_codex":[0.9987825,0.0003892346,0.00009376626,0.0003712211,0.0001432908,0.0002199838],"domain_scores_gemma":[0.9984835,0.0002171,0.0003931473,0.0002090835,0.0002192771,0.0004779169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007242775,0.0003008832,0.99756,0.000006993584,0.00006508832,0.0001216002,0.0002615992,0.00001697323,0.0003645047,0.000007084009,0.00008876179,0.0004822564],"study_design_scores_gemma":[0.00004332379,0.0008445341,0.9976249,0.000004940152,0.00004354336,0.0002965583,0.0007783789,0.0001030216,0.00009154658,0.000008417165,0.0001523448,0.000008522429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995241,0.00003621199,0.00004457343,0.000008967107,0.000005615091,0.00002117267,0.0002248386,0.000001555497,0.0001329328],"genre_scores_gemma":[0.998831,0.00003398412,0.00006451538,0.00003608935,0.00001631078,0.00003919928,0.0007263454,0.000003765419,0.0002488219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006270695,"threshold_uncertainty_score":0.0124684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795650499668671,"score_gpt":0.3211312337813501,"score_spread":0.3031747287846633,"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."}}