{"id":"W4406308323","doi":"10.1001/jamainternmed.2024.7193","title":"Antiviral Medications for Treatment of Nonsevere Influenza","year":2025,"lang":"en","type":"review","venue":"JAMA Internal Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Antiviral treatment; Virology; Intensive care medicine; Virus","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003712969,0.0005888845,0.004098926,0.0009697097,0.00008333661,0.00001007745,0.0003745512,0.0003768483,0.0002018506],"category_scores_gemma":[0.003155957,0.0003492849,0.0008453122,0.0005341654,0.0005980168,0.00006122301,0.0001262187,0.0003183336,0.00004161991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005708566,"about_ca_system_score_gemma":0.00115305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000321044,"about_ca_topic_score_gemma":0.00002021483,"domain_scores_codex":[0.9966997,0.0001267396,0.001505073,0.0005203619,0.0006840748,0.0004640611],"domain_scores_gemma":[0.9950916,0.0026882,0.0006138392,0.0007519519,0.0006514774,0.0002029177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000336515,0.0002674571,0.0001135544,0.04655652,0.003347399,0.000057424,0.0002496436,4.115853e-8,0.000003283307,0.000281789,0.01541331,0.933373],"study_design_scores_gemma":[0.004105686,0.002600808,0.00004031594,0.1046336,0.005420421,0.00006276187,0.00009700358,0.000005263509,0.00002131341,0.00004663544,0.882791,0.000175264],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001057096,0.9805734,0.0002065243,0.001073272,0.0005203178,0.003204253,0.0004208576,0.00004956931,0.01394127],"genre_scores_gemma":[0.00001416997,0.9872834,0.0004873107,0.0005626612,0.001352513,0.001121671,0.0001941081,0.00005171575,0.008932472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9331978,"threshold_uncertainty_score":0.9998959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1772043329226144,"score_gpt":0.5091919087351287,"score_spread":0.3319875758125143,"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."}}