{"id":"W2061436693","doi":"10.3201/eid1307.061197","title":"Avian Influenza Risk Perceptions, Laos","year":2007,"lang":"en","type":"letter","venue":"Emerging infectious diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Influenza A virus subtype H5N1; Outbreak; Socioeconomics; Geography; Highly pathogenic; Environmental health; Poultry farming; Veterinary medicine; Medicine; Virology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000339769,0.0008075006,0.001021604,0.0012927,0.0008736432,0.0001216807,0.0002669311,0.0007900206,0.002364003],"category_scores_gemma":[0.00187441,0.0007435776,0.0007729894,0.0006940853,0.0004828692,0.0001819897,0.0002622977,0.003942796,0.002121508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007342256,"about_ca_system_score_gemma":0.0004067484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008252857,"about_ca_topic_score_gemma":0.00005396327,"domain_scores_codex":[0.9952315,0.0002821947,0.0007436454,0.0009220295,0.00144261,0.001378015],"domain_scores_gemma":[0.9971229,0.0004243201,0.0003491849,0.001106133,0.0005968201,0.0004006689],"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":[0.00006478169,0.0001434477,0.3000282,0.0006064722,0.0006974306,0.0007847265,0.0002029614,0.00002133618,0.00000903521,0.000003604679,0.6943905,0.00304749],"study_design_scores_gemma":[0.00139513,0.0002564406,0.1237385,0.0004011688,0.001159909,0.00007461854,0.00008443726,0.00001963494,0.000007828854,0.000107977,0.8721051,0.0006492683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2992103,0.05963153,0.0009840899,0.4729078,0.007943279,0.01208121,0.006177885,0.01193903,0.1291249],"genre_scores_gemma":[0.01037762,0.003091022,0.0001224046,0.9626147,0.01572095,0.0004353223,0.0007890071,0.000378137,0.006470888],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4897069,"threshold_uncertainty_score":0.9995015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03743676053371186,"score_gpt":0.3674720671723635,"score_spread":0.3300353066386517,"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."}}