{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001280391,0.0003483237,0.0002907837,0.0004457408,0.001791161,0.003137029,0.0002015698,0.001163804,0.02589301],"category_scores_gemma":[0.002330205,0.0001191299,0.0001251978,0.0004085113,0.001217311,0.001573433,0.0007860628,0.001792941,0.006315804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008303437,"about_ca_system_score_gemma":0.0009224694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003203605,"about_ca_topic_score_gemma":0.01053507,"domain_scores_codex":[0.9996316,0.0001153013,0.00001251668,0.0000362277,0.0001540308,0.00005024085],"domain_scores_gemma":[0.9991715,0.0002704579,0.00007631649,0.00003725201,0.0002217365,0.0002226479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000222171,0.0001776626,0.005713032,0.0002912807,0.00002680315,0.0003370126,0.006111348,0.00001880661,0.004970292,0.01094931,0.798499,0.1726833],"study_design_scores_gemma":[0.00001011103,0.0001982331,0.005453113,0.00009689592,0.000009094872,0.0001650459,0.004806363,0.000008311046,0.0004236581,0.0009312402,0.9878933,0.000004526328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09521066,0.08566453,0.0006978467,0.5137553,0.03944822,0.00006774962,0.0005927639,0.0001947849,0.2643682],"genre_scores_gemma":[0.2263091,0.07723763,0.001199937,0.1460617,0.0259821,0.00007308259,0.0006039235,0.0001236467,0.5224089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02589301,"threshold_uncertainty_score":0.08662075,"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."}}