{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003654267,0.0001657316,0.0002741079,0.0006199215,0.0002430383,0.00002420831,0.0003274113,0.00005678807,0.0003586494],"category_scores_gemma":[0.0007343316,0.0001229562,0.00009158117,0.0002785406,0.00005362154,0.000281019,0.0001957572,0.0003720782,0.000009190611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786638,"about_ca_system_score_gemma":0.0009976751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578243,"about_ca_topic_score_gemma":0.004211603,"domain_scores_codex":[0.9939969,0.004066785,0.0007382833,0.000305385,0.0006105239,0.0002821437],"domain_scores_gemma":[0.9979123,0.0006136805,0.0005957874,0.000262991,0.0003373852,0.0002778866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.03696513,0.001816396,0.06105869,0.002615029,0.001297172,0.0002318208,0.8550411,0.001152577,0.001847008,0.01461912,0.01450083,0.008855127],"study_design_scores_gemma":[0.002280429,0.0005882623,0.2719044,0.004005267,0.00007804008,0.000071602,0.7077848,0.00001760357,0.0001321689,0.002674248,0.0101962,0.0002669242],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819738,0.0003758312,0.0005235865,0.01350104,0.001943024,0.0008983921,0.00009883664,0.000006841919,0.0006786053],"genre_scores_gemma":[0.9953296,0.0007732197,0.00009427012,0.0004646811,0.0001503711,0.0001100145,0.000005137536,0.00001715322,0.003055565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2108458,"threshold_uncertainty_score":0.5014008,"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."}}