{"id":"W4362657641","doi":"10.1111/nyas.14975","title":"Progress in vaccine development for infectious diseases—a Keystone Symposia report","year":2023,"lang":"en","type":"article","venue":"Annals of the New York Academy of Sciences","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Institute of Infection and Immunity","funders":"National Institutes of Health; Bundesministerium für Bildung und Forschung","keywords":"Pandemic; Preparedness; Vaccination; Coronavirus disease 2019 (COVID-19); Government (linguistics); Infectious disease (medical specialty); Engineering ethics; Medicine; Immunology; Political science; Disease; Engineering","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":[0.01145268,0.002008103,0.0007615424,0.002176626,0.001227117,0.005722368,0.001346643,0.004571889,0.01480545],"category_scores_gemma":[0.00536379,0.0006459806,0.001192325,0.001021927,0.001086495,0.006126633,0.004617692,0.008403325,0.008047636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001970001,"about_ca_system_score_gemma":0.0057214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008773604,"about_ca_topic_score_gemma":0.001601974,"domain_scores_codex":[0.9966774,0.0006856346,0.0002752292,0.0003006506,0.001265288,0.0007959355],"domain_scores_gemma":[0.9940059,0.0006966727,0.0003762998,0.0001685109,0.001830265,0.002922294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000209405,0.0002524587,0.0008150152,0.0008978492,0.00004285865,0.0002701856,0.0002035689,0.0002251165,0.003186208,0.006413159,0.8348741,0.1526101],"study_design_scores_gemma":[0.00002205673,0.0001618375,0.0009674845,0.0004330454,0.00002487015,0.0001225357,0.0001691518,0.0001544518,0.0007673355,0.002157941,0.9950044,0.00001493324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.003418451,0.2980012,0.002892894,0.2372486,0.4273146,0.0003232161,0.0003796465,0.0002644431,0.03015696],"genre_scores_gemma":[0.03898642,0.4004903,0.00936193,0.07956076,0.3109555,0.0004550441,0.001590681,0.000260492,0.1583389],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01480545,"threshold_uncertainty_score":0.06056833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107730553236189,"score_gpt":0.4250979990013365,"score_spread":0.3173674457651475,"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."}}