{"id":"W3162909844","doi":"10.1016/j.ijdrr.2021.102325","title":"Canadian health emergency management professionals’ perspectives on the prevalence and effectiveness of disaster preparedness activities in response to COVID-19","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Response and Management","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health; Alberta Health Services","funders":"University of Sheffield","keywords":"Preparedness; Emergency management; Pandemic; Health care; Exploratory research; Medical emergency; Occupational safety and health; Business; Medicine; Emergency response; Coronavirus disease 2019 (COVID-19); Public relations; Political science; Disease; 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":[0.01130893,0.0003724695,0.0004698286,0.005009334,0.0199562,0.0075135,0.002331953,0.002922024,0.007060048],"category_scores_gemma":[0.04015341,0.0006864592,0.0007472745,0.006102274,0.006700631,0.002124098,0.003662833,0.004419102,0.0002587711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1054093,"about_ca_system_score_gemma":0.1986781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923164,"about_ca_topic_score_gemma":0.9955326,"domain_scores_codex":[0.9806576,0.004064435,0.0006491224,0.0005966973,0.006446095,0.007586061],"domain_scores_gemma":[0.9540389,0.01050634,0.003694427,0.000484443,0.01947471,0.01180124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000425992,0.000332076,0.3806278,0.000860123,0.00017946,0.002059547,0.4236882,0.0005594067,0.0009824956,0.03274177,0.08232364,0.07521959],"study_design_scores_gemma":[0.00005612672,0.000080244,0.3750216,0.0009826794,0.0001072513,0.0003463694,0.5379648,0.0003121482,0.0002923964,0.001578779,0.08307329,0.0001842779],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5730879,0.009309535,0.0005695759,0.2655859,0.001049361,0.0001596351,0.001460433,0.00002382837,0.1487538],"genre_scores_gemma":[0.9842693,0.003107043,0.0003059276,0.008023804,0.0001138427,0.00003474313,0.0001768975,0.00001175434,0.003956729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1054093,"threshold_uncertainty_score":0.7648016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138451049232045,"score_gpt":0.417435351957085,"score_spread":0.3860508414647645,"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."}}