{"id":"W3123102560","doi":"10.20944/preprints202008.0366.v1","title":"The Power of First Impressions: Can Influenza Imprinting during Infancy Inform Vaccine Design?","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; IWK Health Centre; Nova Scotia Health Research Foundation","keywords":"Immune system; Imprinting (psychology); Immunology; Immunity; Virus; Disease; Population; Medicine; Influenza vaccine; Vaccination; Biology; Environmental health; 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":[0.004094363,0.0003629447,0.001002379,0.0009018222,0.0003180435,0.00207031,0.0007320103,0.001519837,0.003760194],"category_scores_gemma":[0.02736087,0.0003057923,0.000640403,0.0006850352,0.001192987,0.002937043,0.0006411182,0.002089065,0.0008445639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114114,"about_ca_system_score_gemma":0.002041094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002958319,"about_ca_topic_score_gemma":0.003782231,"domain_scores_codex":[0.9981862,0.001211588,0.0001403504,0.0001243867,0.000251868,0.00008559264],"domain_scores_gemma":[0.9868001,0.01073112,0.0009563247,0.0001836757,0.001071631,0.0002570388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003022352,0.00008611797,0.01501909,0.01157159,0.0003869132,0.0004699176,0.002461792,0.00045038,0.0005893846,0.0100833,0.0225768,0.9360026],"study_design_scores_gemma":[0.0001611615,0.001214181,0.08445589,0.05701961,0.001967523,0.004783057,0.007509052,0.002380627,0.002852948,0.09536318,0.7419369,0.0003558798],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009476776,0.9485105,0.00290912,0.029773,0.001485959,0.00004627398,0.0003546669,0.00003356518,0.007410174],"genre_scores_gemma":[0.1025144,0.884079,0.003451125,0.005976121,0.001989249,0.0001001138,0.0002758988,0.00002195818,0.001592075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004094363,"threshold_uncertainty_score":0.02165329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2092702998072301,"score_gpt":0.4216009174926283,"score_spread":0.2123306176853982,"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."}}