{"id":"W4394844858","doi":"10.1016/j.ijid.2024.107062","title":"Avian ‘Bird’ Flu – undue media panic or genuine concern for pandemic potential requiring global preparedness action?","year":2024,"lang":"en","type":"letter","venue":"International Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Danmarks Grundforskningsfond; European and Developing Countries Clinical Trials Partnership; National Research Foundation; National Institute for Health and Care Research","keywords":"Influenza A virus subtype H5N1; Outbreak; Human mortality from H5N1; Pandemic; Highly pathogenic; China; Geography; Transmission and infection of H5N1; Virology; Environmental health; Biology; Medicine; Disease; Avian influenza virus; Virus; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002758623,0.0005000181,0.0004146978,0.0007636218,0.002053491,0.003737596,0.0008356455,0.008197686,0.01705425],"category_scores_gemma":[0.009314513,0.0002233171,0.0003691197,0.0005568662,0.00507591,0.01056529,0.002494387,0.007542175,0.002510028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470089,"about_ca_system_score_gemma":0.001634218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00188979,"about_ca_topic_score_gemma":0.002960947,"domain_scores_codex":[0.9986338,0.0005410951,0.00007759186,0.0002004982,0.0002628453,0.0002840979],"domain_scores_gemma":[0.9951886,0.001769451,0.0007416119,0.0001612887,0.0006954081,0.001443579],"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":[0.000268839,0.0001580247,0.01051508,0.001418655,0.00005834431,0.003285397,0.00664296,0.00009344811,0.001668462,0.02091293,0.7373065,0.2176715],"study_design_scores_gemma":[0.00004395083,0.000295306,0.015838,0.002728619,0.00005504957,0.006024323,0.02953592,0.0002398713,0.0004118271,0.02228168,0.9224117,0.0001336227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01097757,0.02976656,0.0002891464,0.9318202,0.0163643,0.00001511163,0.0001526113,0.00008268138,0.01053182],"genre_scores_gemma":[0.2286839,0.06188318,0.00103316,0.6294278,0.0697144,0.00004420306,0.0003372238,0.0001049856,0.0087711],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01705425,"threshold_uncertainty_score":0.0570522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009140233524324,"score_gpt":0.4327449040787313,"score_spread":0.3318308807262989,"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."}}