{"id":"W111638969","doi":"10.15173/m.v1i7.656","title":"Avian Flu H5N1: The Edge of Pandemic","year":2012,"lang":"it","type":"article","venue":"The Meducator","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Influenza A virus subtype H5N1; Bird flu; Coronavirus disease 2019 (COVID-19); Virology; 2019-20 coronavirus outbreak; Geography; Biology; Medicine; Virus; Infectious disease (medical specialty); Outbreak; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002981534,0.0005518576,0.0006180247,0.0007827376,0.002306844,0.004580345,0.0006539811,0.004181865,0.0168599],"category_scores_gemma":[0.00557938,0.0002428943,0.0003798087,0.0003903441,0.002279642,0.00840669,0.002955212,0.004734569,0.002570816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131447,"about_ca_system_score_gemma":0.002703585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005273954,"about_ca_topic_score_gemma":0.01091417,"domain_scores_codex":[0.9991243,0.0002227408,0.00005509621,0.00009852283,0.0002527428,0.0002465523],"domain_scores_gemma":[0.9974853,0.0006202212,0.000252386,0.0001359396,0.0006633663,0.0008426674],"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":[0.0008498623,0.0001355494,0.01545852,0.001074404,0.00008368096,0.001752156,0.001968764,0.0006688472,0.004394434,0.07411213,0.517908,0.3815937],"study_design_scores_gemma":[0.00008272923,0.000310892,0.02272248,0.001736677,0.00006622891,0.001520581,0.007613428,0.001227339,0.0007954328,0.04935647,0.9144622,0.0001056047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02782712,0.08199689,0.001828848,0.756356,0.0292951,0.00004265654,0.0007082105,0.0002097617,0.1017355],"genre_scores_gemma":[0.5543905,0.1163961,0.006789172,0.2401265,0.05228357,0.00005689887,0.0005340836,0.0001774141,0.02924581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0168599,"threshold_uncertainty_score":0.05640197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639252989249125,"score_gpt":0.2868798066868643,"score_spread":0.2604872767943731,"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."}}