{"id":"W3048234258","doi":"10.12927/hcq.2020.26281","title":"COVID-19 and SARS – Learnings from Two Health Systems: Australia and Canada","year":2020,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Medicine; Best practice; Healthcare system; Family medicine; Nursing; Political science; Health care; Virology; Infectious disease (medical specialty); Outbreak; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005310815,0.000484181,0.0005998311,0.0009809718,0.03711566,0.008210357,0.002096011,0.003317275,0.008922146],"category_scores_gemma":[0.01112411,0.0006164951,0.0005168311,0.001989939,0.00938866,0.004230854,0.01015278,0.01043083,0.0006286603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1207721,"about_ca_system_score_gemma":0.3307275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896944,"about_ca_topic_score_gemma":0.9972253,"domain_scores_codex":[0.9913719,0.001468111,0.0001609244,0.0003974111,0.001823816,0.004777865],"domain_scores_gemma":[0.9679819,0.001019173,0.0007199157,0.0002344242,0.004810568,0.02523394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003910358,0.0008627063,0.118129,0.0005181945,0.0001282276,0.003073703,0.3523763,0.000568143,0.0008577766,0.01507463,0.3758786,0.1321417],"study_design_scores_gemma":[0.00006759915,0.0002774675,0.1596772,0.0009088487,0.00004118704,0.0005181766,0.6205343,0.0002974684,0.0001818174,0.002244027,0.215058,0.0001939355],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3835219,0.007667315,0.0003500758,0.5440383,0.002600532,0.0001775308,0.00047106,0.00004299495,0.06113034],"genre_scores_gemma":[0.863663,0.009071745,0.0007433933,0.08141983,0.0004926283,0.0001143576,0.0003457133,0.00007601095,0.04407334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1207721,"threshold_uncertainty_score":0.876267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09688504095789272,"score_gpt":0.4444991441599945,"score_spread":0.3476141032021018,"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."}}