{"id":"W1975653589","doi":"10.1126/scitranslmed.3004094","title":"Influenza: The New Great Imitator","year":2012,"lang":"en","type":"article","venue":"Science Translational Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Virology; Medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.00166595,0.0001406466,0.0002087692,0.0002244987,0.0004742527,0.00001328233,0.0002623875,0.00002745892,0.0008363693],"category_scores_gemma":[0.0009349339,0.00007178488,0.00005026581,0.001162272,0.002435592,0.000454874,0.00003421228,0.0002518255,0.0001947426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008130306,"about_ca_system_score_gemma":0.000669886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007501943,"about_ca_topic_score_gemma":0.000006900415,"domain_scores_codex":[0.9970921,0.00002936179,0.0002693347,0.000213911,0.001778096,0.000617197],"domain_scores_gemma":[0.9985563,0.0003137121,0.00004335271,0.000302352,0.000277915,0.0005063912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008175655,0.0002162733,0.6143615,0.000132763,0.0002207831,0.00001801784,0.02937441,0.00006550456,0.07237749,0.121421,0.05758678,0.1034079],"study_design_scores_gemma":[0.002372453,0.0001892848,0.8126416,0.0001198607,0.00008808236,0.00007772739,0.0004738893,0.0001330071,0.001525323,0.002236527,0.1800028,0.0001394663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5079603,0.04448166,0.00230445,0.3002981,0.002236491,0.002676916,0.00002014967,0.0003149039,0.139707],"genre_scores_gemma":[0.9897171,0.00008319021,0.001304188,0.006814286,0.001221193,0.00001943921,0.000002951042,0.00001181165,0.000825894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4817567,"threshold_uncertainty_score":0.9157657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.177577082062862,"score_gpt":0.443974830898263,"score_spread":0.2663977488354009,"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."}}