{"id":"W2799593252","doi":"10.5206/uwomj.v86i1.2156","title":"Canadian healthcare readiness for public health emergencies","year":2017,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surge Capacity; Public health; Health care; Medical emergency; Emergency management; Agency (philosophy); Business; Preparedness; Emergency medical services; Medicine; Nursing; Coronavirus disease 2019 (COVID-19); Political science; Disease; Infectious disease (medical specialty)","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":[0.002925294,0.0007218915,0.0005041761,0.004058781,0.009267085,0.003198437,0.002693105,0.001514207,0.04147123],"category_scores_gemma":[0.01469378,0.0006173863,0.001389056,0.003325341,0.001219286,0.001243153,0.004066957,0.003060997,0.003606444],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09593865,"about_ca_system_score_gemma":0.3760346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909842,"about_ca_topic_score_gemma":0.9964784,"domain_scores_codex":[0.9955931,0.0002852077,0.0001498078,0.0002214645,0.002118255,0.001632188],"domain_scores_gemma":[0.978774,0.0004643632,0.0005394838,0.000280912,0.01080042,0.009140807],"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":[0.00004864094,0.0001295423,0.02579977,0.0005921771,0.00003974261,0.0002195774,0.00140887,0.0003047906,0.0001774332,0.01205949,0.8391716,0.1200484],"study_design_scores_gemma":[0.00008019243,0.0000747318,0.1614147,0.001040015,0.00005187903,0.0001857119,0.002884738,0.000492615,0.0001493966,0.001799154,0.8317235,0.0001033514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04987102,0.01466136,0.003193849,0.2463791,0.007437083,0.001896194,0.02902661,0.0008636732,0.6466712],"genre_scores_gemma":[0.6073887,0.02721542,0.01912458,0.05487858,0.001358139,0.001660526,0.03385611,0.0005807829,0.2539371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9040614,"threshold_uncertainty_score":0.6960869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1615885976163437,"score_gpt":0.3964906439281747,"score_spread":0.234902046311831,"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."}}