{"id":"W3198263070","doi":"10.3390/vaccines9090979","title":"Review of Influenza Virus Vaccines: The Qualitative Nature of Immune Responses to Infection and Vaccination Is a Critical Consideration","year":2021,"lang":"en","type":"review","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Cancer Research Society","keywords":"Vaccination; Pandemic; Virology; Immunization; Context (archaeology); Immunology; Immune system; Virus; Immunity; Biology; Influenza A virus; Medicine; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007794593,0.0007199926,0.001248777,0.002112939,0.0002539181,0.001110984,0.0007122525,0.001096456,0.004608531],"category_scores_gemma":[0.002152953,0.0002411093,0.0005917405,0.002466178,0.0003472882,0.001532936,0.0005514121,0.001296977,0.001712579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006048359,"about_ca_system_score_gemma":0.002171185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127195,"about_ca_topic_score_gemma":0.001838171,"domain_scores_codex":[0.9996178,0.0001038226,0.00007400512,0.00005492088,0.0001246129,0.00002475622],"domain_scores_gemma":[0.9988625,0.0007123161,0.0001338409,0.00002114486,0.0002187462,0.00005151686],"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":[0.00008337633,0.00004994941,0.0001315157,0.08885655,0.0001896921,0.0001471425,0.000141372,0.0002923098,0.00163279,0.004006185,0.06739923,0.8370699],"study_design_scores_gemma":[0.000008524462,0.00008176871,0.0004340646,0.0151876,0.0001839338,0.0004831489,0.00006523319,0.00003411398,0.0002009954,0.001200459,0.9821076,0.0000124999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004657081,0.9986604,0.00005936728,0.0003533447,0.0003696271,0.000003896516,0.00001891508,0.0000033896,0.0004843466],"genre_scores_gemma":[0.0002444637,0.9989791,0.00008913108,0.000221522,0.0002106177,0.000004195734,0.00002006516,8.411274e-7,0.0002301596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004608531,"threshold_uncertainty_score":0.0154171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1815566208800106,"score_gpt":0.5499325054740142,"score_spread":0.3683758845940035,"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."}}