{"id":"W2408728343","doi":"10.1128/microbe.4.258.1","title":"After April Debut, H1N1 Influenza Virus Proves Deadly, Spreads Rapidly","year":2009,"lang":"en","type":"article","venue":"Microbe Magazine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virology; Virus; Coronavirus disease 2019 (COVID-19); H1N1 influenza; Pandemic; Computer science; Biology; Medicine; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003920249,0.0004893783,0.0007038268,0.0003573556,0.0001660703,0.00008742909,0.0002750367,0.0001984106,0.0007902734],"category_scores_gemma":[0.0003992452,0.0004002037,0.000250824,0.0005068341,0.0002757962,0.0002375443,0.0002354985,0.0005784184,0.003182959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227925,"about_ca_system_score_gemma":0.0001749118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006910911,"about_ca_topic_score_gemma":0.00006999986,"domain_scores_codex":[0.9970549,0.00008271451,0.0006121407,0.0006441959,0.0005520585,0.001053982],"domain_scores_gemma":[0.99827,0.00007646778,0.0001082629,0.0008246549,0.0003870799,0.0003335162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002585588,0.0006464994,0.01297572,0.0003083642,0.000241769,0.0005326582,0.00069383,0.000005790818,0.8643116,0.00008266513,0.08078046,0.03683506],"study_design_scores_gemma":[0.003912322,0.0009387758,0.26964,0.0002367511,0.0001431976,0.00012749,0.0000283033,0.00002766202,0.08805145,0.0002055173,0.6361798,0.0005086722],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939945,0.02180041,0.0002086457,0.004373857,0.0002174851,0.001861703,0.0001089762,0.0005324639,0.03095149],"genre_scores_gemma":[0.9036769,0.001445959,0.01250315,0.05565331,0.001435291,0.0003063142,0.00007803642,0.0002017317,0.02469925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7762601,"threshold_uncertainty_score":0.999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.034386138017755,"score_gpt":0.3331235273475306,"score_spread":0.2987373893297756,"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."}}