{"id":"W1567232233","doi":"10.1108/09653561111126102","title":"Dealing with mass death in disasters and pandemics","year":2011,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); History; Medicine; 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":[0.000588813,0.0001384255,0.0001285925,0.0002980054,0.0001647235,0.00007070511,0.0001886992,0.0000419272,0.0001652705],"category_scores_gemma":[0.000005237268,0.0001122838,0.00002881917,0.00004861338,0.00003698986,0.0006563277,0.0001614121,0.0002123755,0.000008915318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005116704,"about_ca_system_score_gemma":0.00001247696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002438438,"about_ca_topic_score_gemma":0.0001762383,"domain_scores_codex":[0.9987085,0.0001882121,0.0003768615,0.00022837,0.0002566639,0.000241359],"domain_scores_gemma":[0.9995065,0.00001883682,0.0001753945,0.000115303,0.0000550743,0.0001288435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002311196,0.0004033313,0.5851092,0.0002138727,0.0006643129,0.0004041434,0.04199068,0.00001632062,0.00003212719,0.2709387,0.0002117534,0.09770441],"study_design_scores_gemma":[0.01219317,0.0007981765,0.7661832,0.002265282,0.0002777419,0.0001243184,0.1189463,0.000874617,0.00000934716,0.04922785,0.04828598,0.0008139505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9013148,0.00004016171,0.03093159,0.0001946966,0.0004154895,0.0004586603,0.000002738662,0.00002701841,0.06661487],"genre_scores_gemma":[0.9870169,0.0009633169,0.004701162,0.0008121576,0.0001001728,0.00005554889,0.00001699216,0.00002115926,0.006312656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2217108,"threshold_uncertainty_score":0.4578801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09158057242795244,"score_gpt":0.3988045996950617,"score_spread":0.3072240272671092,"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."}}