{"id":"W3029290776","doi":"10.1503/cmaj.200855","title":"Principles for clinical care of patients with COVID-19 on medical units","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Centre for Excellence in Mining Innovation","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Intensive care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Health care; Coronavirus; Medical emergency; Intensive care medicine; Betacoronavirus; MEDLINE; Disease; Virology; Infectious disease (medical specialty); Pathology; Political science; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02859484,0.001117659,0.001092042,0.001707715,0.004295727,0.008714461,0.006294416,0.008657898,0.0106818],"category_scores_gemma":[0.04998818,0.0007625518,0.001908124,0.001161716,0.008959968,0.004639626,0.00772048,0.02257579,0.009649274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007621307,"about_ca_system_score_gemma":0.04500817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141039,"about_ca_topic_score_gemma":0.02251463,"domain_scores_codex":[0.9726644,0.01101743,0.003599709,0.001539959,0.00964823,0.001530313],"domain_scores_gemma":[0.9650411,0.007407246,0.001945656,0.001725569,0.01543998,0.008440395],"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":[0.00007784173,0.0005647231,0.002944955,0.001433093,0.00006336121,0.001390428,0.004672428,0.00175201,0.0007817185,0.1709653,0.6399333,0.1754209],"study_design_scores_gemma":[0.000159365,0.0003214469,0.004305082,0.007741082,0.00004235037,0.001971773,0.003339974,0.001223962,0.0004160785,0.1386367,0.841695,0.000147211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002442059,0.01133109,0.1456071,0.7205299,0.0171518,0.00339067,0.0004910686,0.0008556621,0.09820065],"genre_scores_gemma":[0.07491583,0.02498823,0.5447396,0.2870184,0.02036062,0.01049051,0.001306029,0.0004834073,0.03569742],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02859484,"threshold_uncertainty_score":0.1512257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06842946093337145,"score_gpt":0.3364745591643561,"score_spread":0.2680450982309847,"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."}}