{"id":"W2159264606","doi":"10.1016/j.tvjl.2011.08.012","title":"Risk signals of an influenza pandemic caused by highly pathogenic avian influenza subtype H5N1: Spatio-temporal perspectives","year":2011,"lang":"en","type":"article","venue":"The Veterinary Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Ottawa; Queen's University","funders":"","keywords":"Influenza A virus subtype H5N1; Highly pathogenic; Pandemic; Virology; Influenza pandemic; Human mortality from H5N1; Pandemic influenza; Transmission and infection of H5N1; Geography; Biology; Coronavirus disease 2019 (COVID-19); Avian influenza virus; Medicine; Virus; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001720751,0.0003713449,0.000635053,0.000305751,0.0005491871,0.00004796454,0.000537449,0.0001558166,0.0006363377],"category_scores_gemma":[0.0004449859,0.0002449608,0.0002700282,0.0003305892,0.0006424272,0.0004727703,0.0002141549,0.001174154,0.00008139783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123084,"about_ca_system_score_gemma":0.0003114092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004830043,"about_ca_topic_score_gemma":0.00002905532,"domain_scores_codex":[0.996462,0.0008601961,0.0008459554,0.0003469797,0.0008116968,0.000673187],"domain_scores_gemma":[0.9975076,0.0001736182,0.0006714418,0.0006699553,0.0005888083,0.0003885485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01482994,0.001278818,0.6570735,0.0001655406,0.001952748,0.00098691,0.0478544,0.00003621611,0.2641728,0.00005432135,0.001976713,0.00961815],"study_design_scores_gemma":[0.007586984,0.01798793,0.9358115,0.0003537925,0.000634871,0.002354478,0.01027557,0.000159038,0.008483307,0.001350186,0.01424421,0.0007580988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925177,0.006034076,0.00003564723,0.00006975532,0.000121119,0.0004846072,0.0001105978,0.0000740817,0.0005524667],"genre_scores_gemma":[0.9975291,0.001003671,0.0005499839,0.0004323025,0.0002796287,0.00002294902,0.000007061409,0.00006338314,0.0001119347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2787381,"threshold_uncertainty_score":0.9989213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1397318303902586,"score_gpt":0.3748441131096065,"score_spread":0.2351122827193479,"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."}}