{"id":"W6891806845","doi":"10.48336/vs0r-4z04","title":"COVID-19 vaccine willingness and long COVID predictors among Chinese residents in Canada","year":2025,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Autonomous Vehicle Technology and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Vaccination; Pandemic; Logistic regression; Public health; Coronavirus disease 2019 (COVID-19); China","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006734037,0.0003077505,0.0004813701,0.001261932,0.001028887,0.00005325757,0.001040061,0.0004079691,0.0000376994],"category_scores_gemma":[0.0004435595,0.0003801748,0.00007770381,0.002477027,0.0003842422,0.0005562528,0.000651526,0.001160174,0.000002895589],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007157321,"about_ca_system_score_gemma":0.004735348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5764746,"about_ca_topic_score_gemma":0.7822765,"domain_scores_codex":[0.9972906,0.000520934,0.0002886737,0.0006495558,0.000509651,0.000740556],"domain_scores_gemma":[0.9980768,0.0005041709,0.00006654334,0.0005291409,0.0001673512,0.0006560134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001882246,0.00006436616,0.9728115,0.0003188502,0.0002395132,0.007919579,0.0004323756,0.008422829,0.000665062,0.001781663,0.005176592,0.00028546],"study_design_scores_gemma":[0.01698265,0.0002575451,0.8853519,0.0002566631,0.0002087033,0.00005774833,0.006777236,0.01157316,0.002111982,0.0007121725,0.07427946,0.001430756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850524,0.00009720594,0.0005339531,0.0002714925,0.00379795,0.0005628339,0.00003010142,0.0003553112,0.00929875],"genre_scores_gemma":[0.9940032,0.0002165723,0.00002451574,0.00001822049,0.0003758184,6.193232e-7,0.00001603693,0.00002060473,0.005324391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2058019,"threshold_uncertainty_score":0.999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008622372098374333,"score_gpt":0.2256710151668014,"score_spread":0.2170486430684271,"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."}}