{"id":"W3102901661","doi":"10.1017/ice.2020.1339","title":"A regional Canadian expert consensus on recommendations for restoring exercise and pulmonary function testing in low and moderate-to-high community prevalence coronavirus disease 2019 (COVID-19) settings","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; St. Joseph’s Healthcare Hamilton; St. Joseph's Hospital; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Disease; Coronavirus; Pulmonary function testing; MEDLINE; Pulmonary disease; Intensive care medicine; Internal medicine; Infectious disease (medical specialty); Virology; Political science","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":[0.05394114,0.00188335,0.003017875,0.007502347,0.006376083,0.006421363,0.01295417,0.008988074,0.008452018],"category_scores_gemma":[0.07703285,0.001508422,0.007133232,0.005300213,0.003437661,0.002279293,0.005698518,0.01356351,0.003712738],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04315546,"about_ca_system_score_gemma":0.2896644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8449371,"about_ca_topic_score_gemma":0.8633168,"domain_scores_codex":[0.9469268,0.01190565,0.01152992,0.002304543,0.02167328,0.005659731],"domain_scores_gemma":[0.8576652,0.01070888,0.005515319,0.001659385,0.111632,0.0128192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001384309,0.0001340158,0.004899072,0.004600574,0.0003153379,0.000350795,0.0009183383,0.0006304548,0.000420452,0.005226111,0.8665454,0.115821],"study_design_scores_gemma":[0.0002984745,0.00008460584,0.0166155,0.03356554,0.0007703813,0.0004599652,0.001823335,0.0004821199,0.0005103728,0.002915956,0.9421989,0.0002747799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003402393,0.2150179,0.01951694,0.5930728,0.03664707,0.003798515,0.01164868,0.0008641972,0.1160315],"genre_scores_gemma":[0.07619128,0.3056836,0.2171441,0.2784143,0.01102708,0.007048165,0.02941242,0.001132882,0.07394607],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9568446,"threshold_uncertainty_score":0.3131163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113014619720074,"score_gpt":0.3572414052754374,"score_spread":0.2442267855553633,"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."}}