{"id":"W3082494803","doi":"10.1016/j.dsx.2020.09.003","title":"COVID-19 and mortality in doctors","year":2020,"lang":"en","type":"article","venue":"Diabetes & Metabolic Syndrome Clinical Research & Reviews","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Medical Association","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Pandemic; Pneumonia; Outbreak; Internal medicine; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001532737,0.0002386434,0.0004584809,0.001275565,0.0005714464,0.001562863,0.0005048001,0.001281852,0.005995213],"category_scores_gemma":[0.01057338,0.0002615225,0.0009570199,0.002796026,0.0002997064,0.0006068667,0.00104199,0.001924491,0.0005439934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176041,"about_ca_system_score_gemma":0.001276097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01703918,"about_ca_topic_score_gemma":0.02097608,"domain_scores_codex":[0.9988599,0.0002491579,0.0002199761,0.0001188303,0.0003261187,0.0002260297],"domain_scores_gemma":[0.9903871,0.001849086,0.004727297,0.0002198284,0.001108775,0.001707938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001356531,0.0001748697,0.8788612,0.003164214,0.001290638,0.0002151661,0.0004609819,0.0001446447,0.0001509968,0.001010006,0.03759025,0.07558051],"study_design_scores_gemma":[0.0001405931,0.0001423077,0.9711797,0.002292587,0.0006159176,0.0002852577,0.0008853241,0.0001878573,0.00009856411,0.0003845158,0.02374797,0.00003943472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3847122,0.5396723,0.0002977505,0.03598396,0.005518455,0.00004987464,0.0124103,0.00004654897,0.02130864],"genre_scores_gemma":[0.7746692,0.2032186,0.0005272584,0.005459608,0.00326963,0.00006216816,0.008452737,0.00002225812,0.004318494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01703918,"threshold_uncertainty_score":0.03388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3375362523296812,"score_gpt":0.5301717028405172,"score_spread":0.192635450510836,"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."}}