{"id":"W3049464907","doi":"10.3390/vaccines8030546","title":"The Power of First Impressions: Can Influenza Imprinting during Infancy Inform Vaccine Design?","year":2020,"lang":"en","type":"review","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; IWK Health Centre; Nova Scotia Health Research Foundation","keywords":"Imprinting (psychology); Virology; Influenza vaccine; Biology; Medicine; Vaccination; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006414151,0.0007935592,0.002804889,0.0004351396,0.0006833541,0.00007714344,0.0007502791,0.0003363102,0.0001049616],"category_scores_gemma":[0.005501135,0.0004402847,0.0007183196,0.001132953,0.00005929931,0.0001467659,0.001225809,0.001167075,0.00006688246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001788412,"about_ca_system_score_gemma":0.0006805321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001171572,"about_ca_topic_score_gemma":0.00005768127,"domain_scores_codex":[0.9958271,0.0001430902,0.001894873,0.0005479455,0.0007201086,0.0008669003],"domain_scores_gemma":[0.9955212,0.001406983,0.0009890281,0.001172131,0.0006111623,0.0002995294],"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":[0.0008255175,0.0001273341,0.00489817,0.07476467,0.003465084,0.0001640866,0.001856752,0.000008542583,0.00004296258,0.00006634763,0.004547402,0.9092332],"study_design_scores_gemma":[0.001313342,0.0002099798,0.002055131,0.01805755,0.0007255406,0.00007621507,0.0001777424,0.000009372469,0.0001280246,0.00001183558,0.9768401,0.0003951018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004286428,0.9956474,0.000006598771,0.0003498375,0.0002207189,0.002644355,0.00004143909,0.0001388517,0.0005221115],"genre_scores_gemma":[0.0001799742,0.9982113,0.0002495458,0.0001211708,0.0003994518,0.0004258781,0.00001085325,0.0001303261,0.0002714859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9722928,"threshold_uncertainty_score":0.9998049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031452678945227,"score_gpt":0.4043393434586758,"score_spread":0.3011940755641531,"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."}}