{"id":"W4415790376","doi":"10.1161/circ.152.suppl_3.4365359","title":"Abstract 4365359: Ethnic disparities in the effectiveness of electronically delivered nudges to increase influenza vaccination uptake: A secondary analysis of the NUDGE-FLU-CHRONIC trial","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Vaccination; Ethnic group; Influenza vaccine; Population; Diabetes mellitus; Atrial fibrillation; Adverse effect; Disease; Relative risk","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":[0.008278861,0.001531393,0.003356797,0.0005869371,0.0005816951,0.001420029,0.0009666166,0.00201669,0.01275497],"category_scores_gemma":[0.0119715,0.0004683254,0.006885375,0.0007044402,0.0007670935,0.001261245,0.001092134,0.003302331,0.00111799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007286796,"about_ca_system_score_gemma":0.001493102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001787773,"about_ca_topic_score_gemma":0.002497748,"domain_scores_codex":[0.9920602,0.005956125,0.0005881398,0.0005672458,0.0003453369,0.0004829979],"domain_scores_gemma":[0.9943673,0.002639038,0.001403982,0.0005478844,0.0004174282,0.0006243839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9609281,0.004177931,0.006145867,0.002336741,0.01159449,0.00003706693,0.00008365949,0.0003591552,0.0006071201,0.0002036915,0.00282088,0.01070536],"study_design_scores_gemma":[0.9313896,0.03697478,0.01950893,0.0003572593,0.008685024,0.00003554553,0.00006475278,0.0007671604,0.000344294,0.0004320869,0.001414267,0.00002631796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540333,0.009274083,0.002033456,0.002280518,0.001352119,0.01282143,0.01139558,0.0002181131,0.006591309],"genre_scores_gemma":[0.9751229,0.00125389,0.001944828,0.001661221,0.0007881824,0.0127641,0.003870175,0.00004270185,0.002552005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275497,"threshold_uncertainty_score":0.04378331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0436243038870517,"score_gpt":0.3855279247683128,"score_spread":0.3419036208812611,"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."}}