{"id":"W3211687218","doi":"10.7326/l21-0143","title":"Update Alert 8: Epidemiology of and Risk Factors for Coronavirus Infection in Health Care Workers","year":2021,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Medicine; Epidemiology; Health care; Family medicine; Gerontology; Nursing; Law; Political science; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009162141,0.0002339208,0.00144609,0.000442627,0.00002777029,0.000001171339,0.00004898265,0.0004026931,0.000107408],"category_scores_gemma":[0.001939648,0.0001776177,0.0002173002,0.0001300941,0.0001714741,0.00004196417,0.00002461766,0.0008400354,6.57167e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005932317,"about_ca_system_score_gemma":0.000116482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01616655,"about_ca_topic_score_gemma":0.0004833722,"domain_scores_codex":[0.9977291,0.0003015781,0.0011992,0.000310289,0.000183513,0.000276305],"domain_scores_gemma":[0.997052,0.0009322622,0.001250042,0.0001946406,0.0004914817,0.00007959587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000481543,0.00002897663,0.8371076,0.001607577,0.000336262,0.00001349498,0.0004069328,0.00001426801,0.000008320696,0.00001107316,0.1511114,0.008872552],"study_design_scores_gemma":[0.003399523,0.003825199,0.7115666,0.007880405,0.0002815981,0.00005710826,0.0002934727,0.0003898411,0.0003138069,0.0001699394,0.2716227,0.00019979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.540896,0.02507861,0.01149984,0.4180508,0.002404369,0.001482684,0.000233355,0.0000347283,0.0003196587],"genre_scores_gemma":[0.7530589,0.01088094,0.0001348119,0.23218,0.002236597,0.00003574725,0.001032705,0.00004375966,0.0003964926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2121629,"threshold_uncertainty_score":0.9903849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077921429277848,"score_gpt":0.4154817135265063,"score_spread":0.3076895705987215,"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."}}