{"id":"W4414865884","doi":"10.1503/cmaj.152855-l","title":"Access to antivirals for treatment of influenza A(H5N1)","year":2025,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Pandemic; Vaccination; Outbreak; Preparedness; Pandemic influenza; Influenza A virus subtype H5N1; Human mortality from H5N1; Highly pathogenic","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011996,0.0003307204,0.0005349676,0.0004735459,0.004283091,0.00177851,0.0009321216,0.01925279,0.01459982],"category_scores_gemma":[0.01003718,0.0002424657,0.0005843674,0.0005044742,0.001526889,0.002265471,0.0009108311,0.01616609,0.003447441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006587147,"about_ca_system_score_gemma":0.008489139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05536094,"about_ca_topic_score_gemma":0.1164323,"domain_scores_codex":[0.9983971,0.0003700643,0.000170382,0.0001916987,0.0005109087,0.0003598123],"domain_scores_gemma":[0.994801,0.001906545,0.000352392,0.00008558905,0.001026669,0.001827744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005494883,0.0001049761,0.004248754,0.00009699106,0.000009989752,0.008164281,0.0003295838,0.00006016996,0.0004286175,0.002619944,0.9630735,0.02080822],"study_design_scores_gemma":[0.000109673,0.0001309802,0.00540207,0.0008818187,0.00002367417,0.01401632,0.001368218,0.0004101038,0.0003343237,0.00676577,0.970507,0.00005014203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001094223,0.001510605,0.0000626261,0.9858646,0.00490321,0.00001495734,0.00004630208,0.000008376786,0.006495035],"genre_scores_gemma":[0.01461142,0.003572787,0.0003554906,0.9527442,0.01510889,0.00002252903,0.00003717513,0.00001476138,0.01353267],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05536094,"threshold_uncertainty_score":0.1100774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09370686080211534,"score_gpt":0.4218587134116174,"score_spread":0.3281518526095021,"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."}}