{"id":"W4388946769","doi":"10.1007/s40121-023-00885-z","title":"Podcast: Influenza-Associated Complications and the Impact of Vaccination on Public Health","year":2023,"lang":"en","type":"article","venue":"Infectious Diseases and Therapy","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Sanofi","keywords":"Vaccination; Medicine; Observational study; Intensive care medicine; Dementia; Disease; Public health; Immunology; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001637666,0.001197284,0.001536603,0.002467165,0.00108816,0.004680063,0.001796307,0.004242318,0.2318128],"category_scores_gemma":[0.01468053,0.0006083895,0.001685208,0.001312965,0.0006299146,0.002742346,0.002552287,0.005215596,0.0551911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197822,"about_ca_system_score_gemma":0.002150951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003051926,"about_ca_topic_score_gemma":0.006777785,"domain_scores_codex":[0.9991009,0.0002066293,0.00008127071,0.0001047081,0.0003455081,0.0001609938],"domain_scores_gemma":[0.9883095,0.003404602,0.001252348,0.0005161289,0.003100629,0.003416763],"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":[0.00007939969,0.0000238038,0.0001227869,0.0002498921,0.000008153542,0.00003992912,0.000006776764,0.00003134712,0.00004163761,0.0002538632,0.9830471,0.01609538],"study_design_scores_gemma":[0.0001938742,0.0001344357,0.002458274,0.001431903,0.00003404057,0.0001660752,0.0000525053,0.0001473194,0.0001011624,0.00154091,0.9937168,0.00002281221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001987761,0.05036402,0.001218232,0.1344213,0.6755967,0.0007741562,0.01869816,0.002841807,0.1140978],"genre_scores_gemma":[0.0117282,0.06487073,0.002101923,0.05714555,0.5548265,0.000638123,0.01321273,0.000825443,0.2946509],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2318128,"threshold_uncertainty_score":0.775491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089822666162098,"score_gpt":0.4332046158421374,"score_spread":0.3242223492259276,"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."}}