{"id":"W4389166181","doi":"10.1172/jci174952","title":"The gift of preexisting immunity for developing an alternative vaccine strategy","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Investigation","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research; National Institutes of Health; Fonds de Recherche du Québec - Santé; Bill and Melinda Gates Foundation","keywords":"Immunity; Medicine; Vaccination; Immunology; Pandemic; Adjuvant; Virology; Disease; Influenza vaccine; Immune system; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Internal medicine","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":[0.0008216841,0.0004729881,0.0004747244,0.000238239,0.0002675274,0.001143289,0.0005161215,0.001183957,0.003424524],"category_scores_gemma":[0.0006710162,0.0002446687,0.0004560317,0.0001120923,0.0006786676,0.002035896,0.0006380107,0.002756343,0.001264361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004378765,"about_ca_system_score_gemma":0.0005011031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001524856,"about_ca_topic_score_gemma":0.0003640333,"domain_scores_codex":[0.9997343,0.00007098553,0.00002027572,0.00004098622,0.00007073954,0.00006258707],"domain_scores_gemma":[0.9997532,0.00007090554,0.00003545079,0.00004872193,0.00004657147,0.00004523083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003982003,0.0007366391,0.0007413797,0.001197337,0.00008610763,0.0004090736,0.0001512386,0.001070694,0.7864228,0.04585912,0.009306327,0.1536211],"study_design_scores_gemma":[0.0003583944,0.005865091,0.001773196,0.0003921834,0.0002388291,0.001621675,0.0002322778,0.00570331,0.5353776,0.02096115,0.4274015,0.00007463589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3518571,0.1660988,0.3197391,0.06022941,0.01607988,0.001467197,0.0008264635,0.00164233,0.08205975],"genre_scores_gemma":[0.7767289,0.08087076,0.1019759,0.01495115,0.002174478,0.0006802947,0.0006145687,0.0001706521,0.02183338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003424524,"threshold_uncertainty_score":0.01145619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5310517054774201,"score_gpt":0.5648715451551933,"score_spread":0.03381983967777324,"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."}}