{"id":"W1839272823","doi":"10.1136/bmjdrc-2015-000140","title":"Predictors of the antibody response to influenza vaccination in older adults with type 2 diabetes","year":2015,"lang":"en","type":"article","venue":"BMJ Open Diabetes Research & Care","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research; National Institute on Aging; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Université de Sherbrooke","keywords":"Medicine; Antibody response; Vaccination; Diabetes mellitus; Antibody; Type 2 diabetes; Immunology; Influenza vaccine; Virology; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006372486,0.0002678408,0.0002974425,0.0003456667,0.0002398663,0.0003135133,0.0001555583,0.0004202057,0.00126028],"category_scores_gemma":[0.002262205,0.00009599736,0.0003084745,0.0003785962,0.000104233,0.0002044159,0.0001936484,0.0005060806,0.0001813788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008376903,"about_ca_system_score_gemma":0.0001118351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657662,"about_ca_topic_score_gemma":0.001373419,"domain_scores_codex":[0.9998245,0.00005056638,0.00002986998,0.00003392588,0.00003318901,0.00002805771],"domain_scores_gemma":[0.9988915,0.0003101519,0.0004136063,0.00003868554,0.0001326816,0.0002133878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001388513,0.00002335994,0.9989706,0.000005483821,0.00002242178,0.0000245511,0.00001478841,0.00001982916,0.0001233953,0.000002344635,0.00003559629,0.0006187809],"study_design_scores_gemma":[0.000006557316,0.0001765304,0.9993315,0.000005976565,0.00002350091,0.000111602,0.00004631963,0.0001677808,0.00004104836,0.000005882993,0.00008209941,0.000001187898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991518,0.0003848973,0.00004725999,0.00003457414,0.00001193866,0.000004524151,0.0001172939,0.000001426633,0.0002462463],"genre_scores_gemma":[0.9996306,0.0000864491,0.00004668341,0.00002181498,0.00001361443,0.000003741483,0.0001104545,4.997182e-7,0.0000861704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001657662,"threshold_uncertainty_score":0.004216075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120406449850974,"score_gpt":0.481899085224176,"score_spread":0.3698584402390785,"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."}}