{"id":"W4387052687","doi":"10.1016/j.eclinm.2023.102222","title":"Time to establish an international vaccine candidate pool for potential highly infectious respiratory disease: a community’s view","year":2023,"lang":"en","type":"review","venue":"EClinicalMedicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Korea Centers for Disease Control and Prevention; Weill Cornell Medical College; Weill Cornell Medicine - Qatar; Centers for Disease Control and Prevention; U.S. Department of Veterans Affairs","keywords":"Medicine; Vaccination; Pandemic; Psychological intervention; Preparedness; Blueprint; Public health; Infectious disease (medical specialty); Environmental health; Disease; Intensive care medicine; Immunology; Coronavirus disease 2019 (COVID-19); Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004716693,0.0004623595,0.001949265,0.0004740994,0.0008325088,0.0001582386,0.001453596,0.0003999727,0.001712753],"category_scores_gemma":[0.00635772,0.0003976026,0.0005902674,0.0008719805,0.00005677002,0.0004365355,0.000329682,0.0009654133,0.00145423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003190567,"about_ca_system_score_gemma":0.001486234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007077047,"about_ca_topic_score_gemma":0.001432726,"domain_scores_codex":[0.9950411,0.001455859,0.001542864,0.0006415315,0.0007016876,0.0006169262],"domain_scores_gemma":[0.9950036,0.002024876,0.0005622705,0.0009895328,0.0004245593,0.0009951302],"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":[0.0001661483,0.0005267713,0.0001478108,0.004307987,0.0005506502,0.000168688,0.0006739602,0.000005819112,2.817236e-7,0.000632333,0.2466923,0.7461272],"study_design_scores_gemma":[0.0009339037,0.0004892664,0.000334958,0.006287813,0.001010795,0.000002302516,0.00005340191,0.000008323061,1.255786e-8,0.0002819998,0.9901893,0.0004079191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002488875,0.9798931,0.0001822273,0.006918006,0.004184974,0.004368451,0.0007981746,0.0006997453,0.002706427],"genre_scores_gemma":[0.00006563196,0.9785757,0.00004240165,0.003028542,0.008232724,0.0004663073,0.001071426,0.0001240488,0.008393223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7457193,"threshold_uncertainty_score":0.9998476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09230223301521433,"score_gpt":0.443050811907457,"score_spread":0.3507485788922426,"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."}}