{"id":"W4400573127","doi":"","title":"It's time to apply outbreak response best practices to avian influenza: A national call to action.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Outbreak; Influenza A virus subtype H5N1; Action (physics); Virology; Call to action; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Business; Internal medicine; Virus; Advertising; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1109754,0.001287518,0.001910242,0.002943434,0.009492835,0.02319803,0.009017321,0.0308627,0.01466733],"category_scores_gemma":[0.1560388,0.001189129,0.002302316,0.002496639,0.01551248,0.03057692,0.02001884,0.04216424,0.00524906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0094471,"about_ca_system_score_gemma":0.09050647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01762532,"about_ca_topic_score_gemma":0.0390543,"domain_scores_codex":[0.9363912,0.03393971,0.007111252,0.002519498,0.0159582,0.004080059],"domain_scores_gemma":[0.679427,0.1018996,0.02220662,0.02295483,0.08014893,0.09336302],"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":[0.0001239332,0.0004805001,0.002919673,0.001642773,0.0001292954,0.0007332456,0.008591846,0.000221211,0.0008595025,0.01019115,0.8268023,0.1473045],"study_design_scores_gemma":[0.0001042064,0.0003300029,0.004877196,0.003983585,0.00007778688,0.0005237145,0.03171058,0.0001840647,0.0003574221,0.01908892,0.9386131,0.0001493787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004770182,0.004948189,0.001098414,0.9828037,0.008626237,0.00005603328,0.00003314446,0.0001256133,0.001831622],"genre_scores_gemma":[0.01844177,0.01942615,0.03218545,0.9121599,0.007710809,0.0004284645,0.0002452121,0.0002865357,0.009115814],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1109754,"threshold_uncertainty_score":0.5869009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1938594234695612,"score_gpt":0.4368666803249384,"score_spread":0.2430072568553772,"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."}}