{"id":"W4396844302","doi":"10.1016/j.jvacx.2024.100498","title":"SARS-CoV-2 vaccination in Canadian blood donors: Insight into donor representativeness of the general population","year":2024,"lang":"en","type":"article","venue":"Vaccine X","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Queen's University; Canadian Blood Services; University of Ottawa","funders":"Government of Canada","keywords":"Vaccination; Medicine; Population; Pandemic; Immunology; Antibody; Virology; Coronavirus disease 2019 (COVID-19); Environmental health; Internal medicine; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001392578,0.0002433001,0.0002548317,0.001129415,0.001642178,0.0007882524,0.0007313622,0.0003134628,0.002009606],"category_scores_gemma":[0.004240355,0.0001780186,0.0002747246,0.002276206,0.0004817762,0.0002403521,0.0005055291,0.0003254988,0.000188251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006383719,"about_ca_system_score_gemma":0.006422906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9333371,"about_ca_topic_score_gemma":0.9253421,"domain_scores_codex":[0.998921,0.0001350667,0.0000526324,0.0001493375,0.000413752,0.000328203],"domain_scores_gemma":[0.998642,0.0001348449,0.0003595047,0.00006829319,0.0005362543,0.0002590079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000604485,0.00002102347,0.9927724,0.00003236949,0.00002448647,0.00005852861,0.00112146,0.00004314818,0.0001798289,0.00006327614,0.0006909269,0.00493213],"study_design_scores_gemma":[0.000003614003,0.00003069972,0.9968546,0.0000207639,0.00002019204,0.0001158064,0.001730639,0.0001742367,0.00008136228,0.00002098211,0.0009394592,0.000007663391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958876,0.0006045552,0.0001082775,0.000264739,0.00001349969,0.00003161049,0.001023984,0.000004334419,0.002061434],"genre_scores_gemma":[0.9989434,0.0003367473,0.00007735314,0.0000929368,0.000005394368,0.00000842866,0.0003209126,0.00000122329,0.0002137027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06666291,"threshold_uncertainty_score":0.1341109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277210997740732,"score_gpt":0.361318623355893,"score_spread":0.3285465133784857,"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."}}