{"id":"W7098550441","doi":"","title":"Nationwide molecular surveillance of pandemic H1N1 influenza A virus genomes","year":2011,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virus; Pandemic; Genome; Clade; Influenza A virus; Hemagglutinin (influenza); Gene; Mutation rate; Antigenic drift","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004599138,0.0003161037,0.0002219539,0.001591398,0.001101907,0.0004888111,0.0006249969,0.0003125434,0.0008719965],"category_scores_gemma":[0.0009465718,0.0001413403,0.0001849587,0.001398854,0.0002171958,0.0001608412,0.0004823088,0.0002960516,0.0002349525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004563013,"about_ca_system_score_gemma":0.006820136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8018974,"about_ca_topic_score_gemma":0.895717,"domain_scores_codex":[0.9995193,0.00002445732,0.00001780885,0.0001211901,0.0002137795,0.0001034438],"domain_scores_gemma":[0.9987155,0.00006416941,0.0001620073,0.00004264222,0.00086263,0.0001529391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002214095,0.00006221134,0.8779308,0.000217071,0.00009254243,0.0002652585,0.0009873498,0.001262672,0.0804414,0.0002341512,0.003587861,0.03469731],"study_design_scores_gemma":[0.0000137189,0.0001068339,0.9820654,0.00003540405,0.00005331895,0.0003918158,0.0008819667,0.002147147,0.00747552,0.00004423257,0.006768132,0.00001652456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851159,0.0006060932,0.001475051,0.0001522594,0.00001366057,0.0001581073,0.009334154,0.0001300105,0.00301479],"genre_scores_gemma":[0.9816274,0.0006393272,0.006605605,0.0001809388,0.00001232958,0.00007868453,0.009783245,0.00001569437,0.001056833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8018974,"threshold_uncertainty_score":0.3985385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08313000825642088,"score_gpt":0.2231951900096417,"score_spread":0.1400651817532208,"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."}}