{"id":"W4210283652","doi":"10.1080/24745332.2021.2010478","title":"Resumption of pulmonary function testing during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Markham Stouffville Hospital; University of Alberta Hospital; Nova Scotia Health Authority; Alberta Hospital Edmonton; University of British Columbia; Children's Hospital of Eastern Ontario; Hôpital du Sacré-Cœur de Montréal; University of Ottawa; McMaster University; William Osler Health System; Université de Montréal; St. Michael's Hospital; University of Toronto; Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pulmonary function testing; Medicine; Virology; Internal medicine; Infectious disease (medical specialty); Outbreak; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0009061269,0.00007885801,0.0002295381,0.000317967,0.0005143549,0.000006729471,0.00005226507,0.00004520975,0.0003453071],"category_scores_gemma":[0.002602823,0.00005608768,0.00006057954,0.0002346569,0.0002496498,0.00007026434,0.0000112396,0.0004282959,4.161146e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058231,"about_ca_system_score_gemma":0.0006198957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005492768,"about_ca_topic_score_gemma":0.000414869,"domain_scores_codex":[0.9988582,0.0001755044,0.0004102792,0.0001010119,0.0002948623,0.0001601002],"domain_scores_gemma":[0.9984575,0.0003292346,0.0001312328,0.0001036193,0.0004321639,0.0005462657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005975668,0.00001736771,0.960287,0.0004995413,0.00005405422,0.0005385864,0.0009749955,0.0001577381,0.006897915,0.0004181248,0.0005399743,0.0290171],"study_design_scores_gemma":[0.004769487,0.005921843,0.8510892,0.0002914326,0.001087115,0.007861836,0.009941356,0.0006173312,0.00007587471,0.0004499255,0.1176738,0.0002207067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773053,0.01654119,0.001276548,0.002915397,0.0007283943,0.000174499,0.00001419813,0.00001096462,0.001033532],"genre_scores_gemma":[0.9957683,0.000009699545,0.00001041156,0.003544576,0.0006296659,0.000005220505,0.000003593429,0.000008485772,0.00002003758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1171338,"threshold_uncertainty_score":0.3956054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0690958298113497,"score_gpt":0.3193619264740091,"score_spread":0.2502660966626594,"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."}}