{"id":"W4387059425","doi":"10.3390/vaccines11101525","title":"The Impact of Adjuvanted Influenza Vaccine on Disease Severity in the US: A Stochastic Model","year":2023,"lang":"en","type":"article","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"Seqirus","keywords":"Medicine; Vaccination; Exacerbation; Influenza vaccine; Disease; Confidence interval; Immunology; Internal medicine","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":[0.002518429,0.001051742,0.00149904,0.0009017955,0.0005876177,0.001322041,0.001785829,0.002091282,0.003592392],"category_scores_gemma":[0.007774583,0.0007482137,0.001746722,0.0008421114,0.0009743831,0.00119637,0.0009178643,0.001639349,0.0002857366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772382,"about_ca_system_score_gemma":0.002953931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06331877,"about_ca_topic_score_gemma":0.03068823,"domain_scores_codex":[0.9986295,0.0007631973,0.00004943073,0.0001935389,0.00009737728,0.0002670389],"domain_scores_gemma":[0.9955438,0.003258789,0.0004975805,0.00008232263,0.000316108,0.0003012969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001455113,0.00007511468,0.004537899,0.00002377176,0.00006991689,0.0000857812,0.00003275258,0.9900324,0.000171149,0.003519509,0.0002918674,0.001014343],"study_design_scores_gemma":[0.00011475,0.000169076,0.001584431,0.00001326851,0.00007092462,0.00003098314,0.00004073266,0.9947982,0.00005368601,0.002819546,0.000289509,0.000014871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383094,0.0008310109,0.04556705,0.002872665,0.0001335441,0.000262376,0.003464706,0.0001187419,0.00844048],"genre_scores_gemma":[0.9886256,0.0004641046,0.004889803,0.0003162319,0.00004985725,0.0002416972,0.000814058,0.00001640666,0.004582233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06331877,"threshold_uncertainty_score":0.1259004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08461190295960402,"score_gpt":0.4195560489508654,"score_spread":0.3349441459912614,"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."}}