{"id":"W3024298407","doi":"10.1093/occmed/kqaa094","title":"COVID-19 in Canada and the use of Personal Protective Equipment","year":2020,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Toronto; University of Alberta; St. Michael's Hospital","funders":"","keywords":"Personal protective equipment; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Virology; Coronavirus Infections; Medicine; Environmental health; Outbreak; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002337478,0.0004153146,0.0004032072,0.001252671,0.008325608,0.004636322,0.002133234,0.002647034,0.0208212],"category_scores_gemma":[0.006671715,0.000431765,0.0006840745,0.00236835,0.003263973,0.001924404,0.003057616,0.006739035,0.001326105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07195339,"about_ca_system_score_gemma":0.2299903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928793,"about_ca_topic_score_gemma":0.995434,"domain_scores_codex":[0.9956638,0.0002456838,0.0001641634,0.000384888,0.002319289,0.001222166],"domain_scores_gemma":[0.9916604,0.000492355,0.0005624147,0.000117959,0.003579671,0.003587186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003338015,0.0002875064,0.07557327,0.001383164,0.00007894141,0.002814614,0.005923514,0.000539184,0.001119748,0.08644249,0.5631616,0.2623422],"study_design_scores_gemma":[0.00004751394,0.0001361849,0.1012997,0.003492347,0.00005377744,0.001404684,0.006185606,0.00043924,0.0003325086,0.003649988,0.8828316,0.0001269353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06143718,0.1134855,0.002446327,0.545732,0.009557647,0.0002949371,0.006963887,0.0002349622,0.2598475],"genre_scores_gemma":[0.4525853,0.1528545,0.006417003,0.2241039,0.002455426,0.000257257,0.004300789,0.0003302965,0.1566956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07195339,"threshold_uncertainty_score":0.5220609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2258164448326829,"score_gpt":0.4245799439362228,"score_spread":0.1987634991035399,"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."}}