{"id":"W3033645109","doi":"10.1101/2020.06.04.20119594","title":"Infection and mortality of healthcare workers worldwide from COVID-19: a scoping review","year":2020,"lang":"en","type":"review","venue":"medRxiv","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Checklist; Medicine; Health care; Coronavirus disease 2019 (COVID-19); Population; Public health; Grey literature; Family medicine; MEDLINE; Environmental health; Demography; Nursing; Pathology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000917692,0.0004175444,0.002549764,0.0001499887,0.0001015998,0.00001161834,0.0002069991,0.0002797329,0.0006855921],"category_scores_gemma":[0.0004585155,0.0003703044,0.0003868205,0.0006994712,0.0001080481,0.00004349748,0.000129444,0.0005707609,0.0000935896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004842581,"about_ca_system_score_gemma":0.002490116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02433143,"about_ca_topic_score_gemma":0.005166898,"domain_scores_codex":[0.9960765,0.001179473,0.00129508,0.0008370809,0.0002560507,0.0003558375],"domain_scores_gemma":[0.9969453,0.0007572294,0.0009080716,0.0006701291,0.00003117132,0.0006881242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001001492,0.0000326902,0.02812972,0.4278814,0.0001259562,0.00003696734,0.0001797564,1.885743e-8,2.541092e-8,0.00007599141,0.0005868367,0.5429406],"study_design_scores_gemma":[0.0001708262,0.0000600312,0.001875623,0.2671659,0.0005527976,0.000011925,0.00001414476,1.424955e-7,5.381974e-8,0.00003851699,0.7299014,0.0002085824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001673018,0.9938177,0.00008357983,0.001442692,0.0009503159,0.003030199,0.0001839956,0.00009440698,0.0002297476],"genre_scores_gemma":[0.00009494228,0.9934079,0.00003514984,0.005562983,0.0002285913,0.0003648181,0.0001900858,0.00005160451,0.00006389523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7293146,"threshold_uncertainty_score":0.9998749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2337271499905499,"score_gpt":0.5285802084454372,"score_spread":0.2948530584548872,"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."}}