{"id":"W3139496731","doi":"10.1080/24745332.2021.1881415","title":"Canadian Thoracic Society (CTS) response to the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; McGill University Health Centre; Alberta Health; Université de Montréal; Dalhousie University; Canadian Thoracic Society","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Internal medicine; Outbreak; Infectious disease (medical specialty)","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":[0.003559185,0.0008739392,0.0008134115,0.002419814,0.004268087,0.003711736,0.002310991,0.006916102,0.2591812],"category_scores_gemma":[0.02087758,0.0004760463,0.001275638,0.00177292,0.001272388,0.001531459,0.003626963,0.007983775,0.05910222],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169453,"about_ca_system_score_gemma":0.05230553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3871747,"about_ca_topic_score_gemma":0.5123093,"domain_scores_codex":[0.9961529,0.0004178992,0.0003206843,0.0002437173,0.002031017,0.0008337639],"domain_scores_gemma":[0.9706728,0.001510543,0.0008457501,0.0008410147,0.0173285,0.008801331],"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":[0.00001033911,0.000003174183,0.0002447877,0.00003135925,0.000002280947,0.00004585986,0.00001465248,0.00001046196,0.00004138409,0.0001405984,0.9945346,0.004920303],"study_design_scores_gemma":[0.0000361598,0.00001883762,0.002753442,0.0003427231,0.000009204577,0.0001882565,0.0002799823,0.00006287596,0.0001200472,0.0005343865,0.9956221,0.00003192491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001824662,0.005293792,0.001816727,0.6600468,0.08197807,0.0006602361,0.01776526,0.001955542,0.228659],"genre_scores_gemma":[0.0481565,0.02306697,0.01097693,0.3321252,0.05524123,0.001172669,0.03850217,0.002289182,0.4884692],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9883054,"threshold_uncertainty_score":0.8670475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07448864217482404,"score_gpt":0.3720523845825668,"score_spread":0.2975637424077427,"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."}}