{"id":"W2005371523","doi":"10.3201/eid1308.070329","title":"Ecoregional Dominance in Spatial Distribution of Avian Influenza (H5N1) Outbreaks","year":2007,"lang":"en","type":"letter","venue":"Emerging infectious diseases","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Influenza A virus subtype H5N1; Outbreak; Dominance (genetics); Geography; Virology; Biology; Veterinary medicine; Zoology; Medicine; Genetics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000146305,0.0004486375,0.0007726269,0.0006021069,0.0001188897,0.00002374737,0.0001074537,0.0005965823,0.0002545746],"category_scores_gemma":[0.0002615174,0.0004378419,0.000454631,0.0006052703,0.0002220063,0.0001225752,0.00005953366,0.001224272,0.00004237098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004576763,"about_ca_system_score_gemma":0.0002598529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056057,"about_ca_topic_score_gemma":0.0003871265,"domain_scores_codex":[0.9976085,0.00008494485,0.0007747227,0.0005161551,0.0004677515,0.0005479702],"domain_scores_gemma":[0.9987195,0.000123682,0.0004066902,0.000450015,0.0001663184,0.0001337574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001824023,0.0005558798,0.6865033,0.0007385083,0.0001526264,0.0005216626,0.00006756322,0.0001089876,0.00003116851,0.00004534706,0.3045233,0.00656926],"study_design_scores_gemma":[0.001946886,0.0003949195,0.6212917,0.0008088304,0.0004030228,0.0001157529,0.00001139085,0.0001128603,0.00007874294,0.0001605764,0.3741891,0.0004861779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437326,0.001527866,0.002741861,0.04116314,0.003472652,0.001737333,0.001405434,0.0005617377,0.003657334],"genre_scores_gemma":[0.9305844,0.00009607939,0.00001081205,0.06348652,0.003500491,0.00007421531,0.001809828,0.00008270888,0.0003550009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06966585,"threshold_uncertainty_score":0.9998074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511531644692122,"score_gpt":0.2912610884170426,"score_spread":0.2761457719701214,"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."}}