{"id":"W1978762178","doi":"10.1371/journal.pone.0015314","title":"Spatio-Temporal Data Comparisons for Global Highly Pathogenic Avian Influenza (HPAI) H5N1 Outbreaks","year":2010,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Influenza A virus subtype H5N1; Highly pathogenic; Outbreak; Virology; Biology; Geography; Virus","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":[0.00475298,0.0002638841,0.0003776219,0.004523463,0.000372152,0.0007458488,0.0003527389,0.0004262424,0.001275353],"category_scores_gemma":[0.01199598,0.0001091513,0.0007168787,0.003936594,0.0002844173,0.001000087,0.0007223127,0.0002779445,0.0001622491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005297033,"about_ca_system_score_gemma":0.0004054205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00789935,"about_ca_topic_score_gemma":0.01195503,"domain_scores_codex":[0.9979809,0.0009167042,0.0003533907,0.0003667246,0.0002527646,0.0001295171],"domain_scores_gemma":[0.9913071,0.005340608,0.001213597,0.0007163933,0.00115438,0.0002678214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002675533,0.0002757901,0.9279099,0.0004958874,0.001055121,0.0005722329,0.001354181,0.01487804,0.007372351,0.00139778,0.00226928,0.03974389],"study_design_scores_gemma":[0.00005312239,0.0004430232,0.9717486,0.00004680699,0.0002716083,0.0004058584,0.002381522,0.02007803,0.002207309,0.0005613323,0.001769032,0.00003377251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890335,0.0004544137,0.002499565,0.0001169799,0.00002482949,0.00003803881,0.007046251,0.00004388993,0.0007425889],"genre_scores_gemma":[0.9859801,0.000152643,0.002865296,0.00001433689,0.00001409877,0.00004737366,0.01079331,0.00001444429,0.0001183974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00789935,"threshold_uncertainty_score":0.02513647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2397125658396904,"score_gpt":0.3917811651002384,"score_spread":0.1520685992605481,"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."}}