{"id":"W3017620921","doi":"","title":"COVID-19 and SARS - Learnings from 2 Health Systems: Australia and Canada","year":2020,"lang":"en","type":"article","venue":"Insights (Essays)","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; 2019-20 coronavirus outbreak; Virology; Geography; Medicine; Outbreak; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002208916,0.0001771591,0.000347283,0.00005065296,0.0005874909,0.00003747287,0.0001276686,0.00007448081,0.0002171898],"category_scores_gemma":[0.0002088309,0.0001482345,0.00001603881,0.00009964738,0.00005343716,0.00011433,0.00019505,0.0003602069,0.00006223389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519749,"about_ca_system_score_gemma":0.001257441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9166003,"about_ca_topic_score_gemma":0.6755748,"domain_scores_codex":[0.9979282,0.0006211911,0.0004092311,0.0004033549,0.0002551191,0.0003828754],"domain_scores_gemma":[0.9983239,0.0002882876,0.0002022455,0.0001982549,0.00002924945,0.0009580994],"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":[0.0002663674,0.00002789145,0.01659622,0.002419951,0.0001408751,0.0002492048,0.07406352,0.00003802873,0.0001624607,0.02854663,0.8768931,0.0005957269],"study_design_scores_gemma":[0.0008973933,0.00006802131,0.003351534,0.0001374986,0.00002108939,0.000001315103,0.01718977,0.0001415053,0.000002086421,0.0004234943,0.9775911,0.0001751908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562824,0.001416966,0.0007395782,0.03431029,0.000663074,0.001186351,0.0001236289,0.0001333932,0.005144267],"genre_scores_gemma":[0.9581094,0.0001392074,0.00004974957,0.03663782,0.0001894108,0.0000524361,0.00004330405,0.00002176787,0.004756957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2410255,"threshold_uncertainty_score":0.6044828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1391189881024754,"score_gpt":0.4009846091426219,"score_spread":0.2618656210401464,"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."}}