{"id":"W1971662199","doi":"10.1086/523584","title":"Antiviral Therapy and Outcomes of Influenza Requiring Hospitalization in Ontario, Canada","year":2007,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":401,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"BioCryst; F. Hoffmann-La Roche","keywords":"Medicine; Odds ratio; Internal medicine; Intensive care unit; Confidence interval; Population; Pediatrics; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004677728,0.0001335331,0.0004941159,0.0001204157,0.00005540427,0.0000100876,0.00004653679,0.00007193058,0.00003647353],"category_scores_gemma":[0.001887489,0.000107766,0.00008920853,0.0001758287,0.0002613388,0.00009871909,0.00006637075,0.0002317055,0.00000129097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359582,"about_ca_system_score_gemma":0.0006885275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6752484,"about_ca_topic_score_gemma":0.9403625,"domain_scores_codex":[0.9984863,0.00005813764,0.0006635378,0.0002279683,0.0002872436,0.0002768434],"domain_scores_gemma":[0.9987066,0.0006641817,0.0001241579,0.0001906087,0.0001543278,0.0001600887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001910019,0.0003317949,0.9918364,0.00003664807,0.0001181387,0.00004451381,0.00008626733,0.0000043928,0.00002044304,0.00009485288,0.0001742436,0.007061354],"study_design_scores_gemma":[0.002680051,0.0003951558,0.9949403,0.00006185236,0.00002969826,7.523488e-7,0.00005522646,0.000008312523,0.0000773361,0.0001404664,0.001508916,0.0001019453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970745,0.0008798837,0.00001469066,0.00006139142,0.0001548656,0.0003574704,0.000007703065,0.00003021468,0.001419314],"genre_scores_gemma":[0.9982324,0.0002645078,0.00001315348,0.001350507,0.00004543806,0.000008672258,0.000005001722,0.00001293717,0.0000674038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2651141,"threshold_uncertainty_score":0.439457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09885189609827567,"score_gpt":0.4263079577911832,"score_spread":0.3274560616929075,"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."}}