{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009262105,0.0001476666,0.0003593163,0.0006469761,0.0004474491,0.0006071563,0.0003617376,0.001121148,0.002856785],"category_scores_gemma":[0.002358583,0.0001869887,0.0002087204,0.0007373755,0.0005771506,0.000502106,0.0003121473,0.000713058,0.0008911612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007507849,"about_ca_system_score_gemma":0.000212327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007580468,"about_ca_topic_score_gemma":0.01663474,"domain_scores_codex":[0.9992537,0.0003399525,0.00006298404,0.000161883,0.00007023723,0.0001111754],"domain_scores_gemma":[0.9980575,0.0007414807,0.0004217081,0.0001715097,0.0004306026,0.0001772028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001121637,0.00006995527,0.9149157,0.0001219909,0.00009345137,0.01132469,0.001194961,0.000425488,0.006050915,0.0007424537,0.01724537,0.04669343],"study_design_scores_gemma":[0.00004924349,0.00018797,0.9439107,0.00008739008,0.0000564476,0.03464518,0.003828621,0.00151689,0.0009777434,0.0007962715,0.01389997,0.00004361384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472265,0.00423418,0.0007388211,0.03139997,0.0005793778,0.00002005421,0.0004456229,0.00003056155,0.01532501],"genre_scores_gemma":[0.992404,0.0009189888,0.0002171658,0.004314024,0.0008537789,0.000007808966,0.00006472351,0.000009732048,0.001209684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007580468,"threshold_uncertainty_score":0.01507264,"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."}}