{"id":"W1480667599","doi":"10.1007/bf03403630","title":"Responding to Pandemic Influenza","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Leeds, Grenville & Lanark District Health Unit","funders":"","keywords":"Contingency plan; Debriefing; Pandemic; Surge Capacity; Public health; Medicine; Intervention (counseling); Unit (ring theory); Government (linguistics); Public relations; Nursing; Medical emergency; Psychology; Infectious disease (medical specialty); Disease; Political science; Medical education; Coronavirus disease 2019 (COVID-19); Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006141311,0.0001113641,0.000287782,0.002299872,0.0006307517,0.00004348138,0.0003649026,0.00008100578,0.0004114812],"category_scores_gemma":[0.00137015,0.00009984573,0.0000639393,0.0009756371,0.00003136089,0.0002803615,0.00003407978,0.0005669569,0.0003732168],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002692304,"about_ca_system_score_gemma":0.02655382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01493902,"about_ca_topic_score_gemma":0.09968095,"domain_scores_codex":[0.9969769,0.000623849,0.0008596376,0.0001324305,0.0002414309,0.001165824],"domain_scores_gemma":[0.9947903,0.0001205987,0.0003786022,0.0002409494,0.0002454146,0.004224134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001524731,0.00007557153,0.1579913,0.000388872,0.0001790085,0.000460757,0.2247961,0.0002525208,0.00006034581,0.2457892,0.2364016,0.1334522],"study_design_scores_gemma":[0.0008444378,0.0002388034,0.02108405,0.0003061197,0.000003507355,0.00002083121,0.01649306,3.821555e-7,3.397921e-7,0.0009941546,0.9599266,0.00008770499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938215,0.0005355757,0.007586269,0.07684834,0.001531119,0.00058356,0.00001932821,0.00002530127,0.01904904],"genre_scores_gemma":[0.9042195,0.00002780743,0.0009745506,0.0896004,0.0004645885,0.00001441895,0.000001935206,0.00002912936,0.004667658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.723525,"threshold_uncertainty_score":0.9916206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2269383654052159,"score_gpt":0.4663561418222689,"score_spread":0.239417776417053,"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."}}