{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001156673,0.0002048709,0.0002660707,0.001147908,0.0004573292,0.001434619,0.0004170531,0.0008259361,0.00283731],"category_scores_gemma":[0.003288949,0.000227198,0.000372229,0.0008646177,0.0005215555,0.000867299,0.0006827618,0.0005152161,0.0001998796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005984241,"about_ca_system_score_gemma":0.0003941427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01233324,"about_ca_topic_score_gemma":0.01788407,"domain_scores_codex":[0.9996818,0.0001122132,0.00002250154,0.00006468553,0.00004747068,0.00007129156],"domain_scores_gemma":[0.9977539,0.0009392276,0.0007838303,0.00007600159,0.000246867,0.0002000729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00087927,0.000140584,0.9596169,0.0001077682,0.000417849,0.0007216239,0.0009218156,0.005048267,0.01259139,0.004074235,0.001300552,0.0141798],"study_design_scores_gemma":[0.00001218102,0.0001380749,0.9840708,0.00002741953,0.0001147679,0.0002765591,0.002082564,0.009921048,0.0004518392,0.001834773,0.001045667,0.0000242712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917501,0.0008555687,0.001192019,0.00157413,0.0000285951,0.00001175782,0.0005608736,0.00001536875,0.004011561],"genre_scores_gemma":[0.9992606,0.0001797223,0.0002094626,0.00004416803,0.00002522363,0.000002791763,0.0001011761,0.000002072614,0.0001748069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01233324,"threshold_uncertainty_score":0.0245229,"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."}}