{"id":"W2276525458","doi":"10.1086/591197","title":"Modeling Infectious Diseases in Humans and Animals:Modeling Infectious Diseases in Humans and Animals","year":2008,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Medicine; Infectious disease (medical specialty); Virology; Immunology; Disease; Pathology","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":[0.001179451,0.0009739171,0.0009360803,0.0005938244,0.0004796201,0.001503979,0.001371526,0.001950956,0.002029398],"category_scores_gemma":[0.001953795,0.0003055574,0.001209391,0.0007902627,0.001082833,0.002377018,0.001202546,0.001535636,0.0004357342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006305405,"about_ca_system_score_gemma":0.0009905102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190687,"about_ca_topic_score_gemma":0.001526324,"domain_scores_codex":[0.9995406,0.0002616528,0.00002245394,0.00006294315,0.00008139166,0.00003105424],"domain_scores_gemma":[0.9993359,0.0004331348,0.0001010844,0.00004554192,0.00004058195,0.00004364863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003952378,0.0001050413,0.004909016,0.000622228,0.0002287928,0.0003155268,0.0006924025,0.4888661,0.002196643,0.4345848,0.01049997,0.05693998],"study_design_scores_gemma":[0.00002298474,0.0001899413,0.001873733,0.0002320242,0.0001967906,0.0004582378,0.0003320333,0.5295492,0.0007414414,0.3886342,0.07771456,0.00005483826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02740231,0.01717605,0.9117644,0.01230433,0.0009459068,0.0001412877,0.0004851008,0.0002236004,0.029557],"genre_scores_gemma":[0.5509545,0.04417953,0.3698334,0.002916527,0.002365495,0.0009409059,0.0006442812,0.000123319,0.02804191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002029398,"threshold_uncertainty_score":0.006788969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332755001477477,"score_gpt":0.4283951542957187,"score_spread":0.295119654147971,"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."}}