{"id":"W4387501591","doi":"10.1016/j.vaccine.2023.07.023","title":"Immunity of Canadians and risk of epidemics workshop – Conference report","year":2023,"lang":"en","type":"article","venue":"Vaccine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Manitoba; Nova Scotia Health Authority; Public Health Agency of Canada; BC Children's Hospital; University of Toronto; Dalhousie University; University of British Columbia; Public Health Ontario","funders":"","keywords":"Pandemic; Epidemiology; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Work (physics); Environmental health; Geography; Medicine; Virology; Engineering; Infectious disease (medical specialty); Disease; Outbreak","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":[0.00553243,0.0009555248,0.0003137361,0.001223037,0.002537038,0.002767631,0.00129664,0.003993454,0.0181439],"category_scores_gemma":[0.003333266,0.000353355,0.0008040763,0.0009697622,0.0007205832,0.000612376,0.001620138,0.003492072,0.001565091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01378358,"about_ca_system_score_gemma":0.08172743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8064111,"about_ca_topic_score_gemma":0.8523056,"domain_scores_codex":[0.9981681,0.000192729,0.0000429434,0.0001451667,0.0006214619,0.0008295528],"domain_scores_gemma":[0.994052,0.0002398759,0.0001397314,0.00005150113,0.002424501,0.003092384],"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":[0.0003330017,0.000202489,0.01239295,0.0002301601,0.0000582599,0.000335541,0.0005562062,0.000210653,0.000424807,0.001101047,0.9470036,0.03715136],"study_design_scores_gemma":[0.0001909284,0.0001927337,0.07354312,0.0009213376,0.000116177,0.0001767106,0.003272103,0.0002785957,0.0005214747,0.0006401171,0.9200895,0.00005722377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04420844,0.06356435,0.001016941,0.6891512,0.06370637,0.0008840798,0.01338689,0.0001868919,0.1238948],"genre_scores_gemma":[0.4135167,0.06926055,0.002905044,0.09430055,0.03256791,0.0009847115,0.01770771,0.000172339,0.3685846],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1935889,"threshold_uncertainty_score":0.3894579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0635981218987876,"score_gpt":0.362889875486443,"score_spread":0.2992917535876554,"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."}}