{"id":"W3210104064","doi":"10.1093/occmed/kqab148","title":"Potential risk factors associated with COVID-19 in health care workers","year":2021,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Public Health Ontario; Trillium Health Centre; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Betacoronavirus; Environmental health; Virology; Outbreak; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003098912,0.00012569,0.0003146746,0.0001853246,0.00014552,0.000006254645,0.00002514425,0.00007847962,0.0008691271],"category_scores_gemma":[0.001789817,0.0000925306,0.00004934397,0.0005027317,0.00006557914,0.00005481751,0.000008996446,0.0002285041,0.000005179079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006408861,"about_ca_system_score_gemma":0.001386772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081173,"about_ca_topic_score_gemma":0.001071063,"domain_scores_codex":[0.9985871,0.0001574548,0.0003405351,0.000239094,0.000483522,0.000192329],"domain_scores_gemma":[0.9989268,0.000200579,0.0002126441,0.0001251514,0.0002884671,0.0002464008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003992078,0.00009450271,0.9949685,0.00005231634,0.00007778247,0.00004824848,0.0009098156,0.0009894933,0.00002785129,0.0001165249,0.001661319,0.0006544337],"study_design_scores_gemma":[0.005668859,0.0003767007,0.988732,0.0002403757,0.00007549857,0.00001694914,0.001597907,0.0007872702,0.00001858308,0.00003793983,0.002363308,0.00008460625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575747,0.0007634478,0.03060162,0.008863216,0.0005126573,0.0004759043,0.00006729231,0.0001053027,0.001035879],"genre_scores_gemma":[0.9949889,0.00002337013,0.0001298093,0.002258464,0.0002444021,0.00001324897,0.001899668,0.00001281065,0.0004293085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03741424,"threshold_uncertainty_score":0.9516333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03030657062600198,"score_gpt":0.3402699611840512,"score_spread":0.3099633905580492,"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."}}