{"id":"W2205340053","doi":"10.1155/2006/738957","title":"Planning for the Pandemic","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pandemic; Influenza A virus subtype H5N1; Influenza pandemic; Work (physics); Transmission (telecommunications); Medicine; Mortality rate; Epidemiology; Medical emergency; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Virology; Disease; Infectious disease (medical specialty); Computer science; Pathology; Virus","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":[0.006098655,0.001463632,0.0005710743,0.0009328591,0.004850853,0.006501885,0.002340794,0.007877426,0.09167487],"category_scores_gemma":[0.01187629,0.0005958638,0.001198506,0.0006833897,0.002838377,0.0100679,0.009578588,0.01158361,0.0264522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684544,"about_ca_system_score_gemma":0.01440141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004677389,"about_ca_topic_score_gemma":0.007326568,"domain_scores_codex":[0.9969335,0.001098744,0.0001103953,0.0003852597,0.0006035549,0.0008684827],"domain_scores_gemma":[0.9952255,0.0007436211,0.0002842871,0.0003899911,0.0008887977,0.002467714],"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":[0.00005955621,0.0001394445,0.001029104,0.0003730021,0.00003315239,0.0006156088,0.00193366,0.001449797,0.0006627374,0.1554325,0.7455499,0.09272163],"study_design_scores_gemma":[0.00002253323,0.00008198436,0.0004372516,0.0004889932,0.00001736443,0.0002217997,0.003650346,0.0004011798,0.0001819461,0.09296679,0.9014843,0.00004551383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003701216,0.01217401,0.02178253,0.4720136,0.02225352,0.0007000432,0.0009351595,0.001077087,0.4653629],"genre_scores_gemma":[0.1833853,0.04078174,0.1046086,0.3475288,0.01101755,0.002171112,0.004963062,0.00092715,0.3046167],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9953226,"threshold_uncertainty_score":0.3066829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147654536889423,"score_gpt":0.3445942325260938,"score_spread":0.3231176871571996,"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."}}