{"id":"W4390813961","doi":"10.1186/s12877-023-04623-5","title":"Uptake of COVID-19 and influenza vaccines in relation to preexisting chronic conditions in the European countries","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Medicine; Chronic bronchitis; Vaccination; Influenza vaccine; Population; Cross-sectional study; Public health; Logistic regression; Environmental health; Diabetes mellitus; European union; Demography; Immunology; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001676895,0.00009955695,0.0001756008,0.0004340818,0.0000795499,0.00004200342,0.00008377189,0.00003833713,0.00002221721],"category_scores_gemma":[0.00320555,0.00007333354,0.00002867925,0.000917444,0.00005627982,0.00009359526,0.00008746813,0.0001988335,0.00002570547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158321,"about_ca_system_score_gemma":0.0004379613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001854911,"about_ca_topic_score_gemma":0.0005929735,"domain_scores_codex":[0.9987698,0.0001890902,0.0003872934,0.0001931611,0.0002592986,0.0002013666],"domain_scores_gemma":[0.9989234,0.0007123833,0.00004529894,0.0001788262,0.00007462356,0.00006545935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004255521,0.0001341311,0.9263273,0.008114948,0.00008282003,0.0002961496,0.0323773,0.007204068,0.001705214,0.01445418,0.00604889,0.002829388],"study_design_scores_gemma":[0.001158198,0.0001752666,0.9427276,0.0002188408,0.00004085704,0.0000191243,0.0008863832,0.0007669272,0.00002303263,0.0004078768,0.05347904,0.0000968212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864404,0.008751183,0.0002413455,0.0009478919,0.00007296554,0.0007929869,0.00004680151,0.00004623569,0.002660179],"genre_scores_gemma":[0.998141,0.0004172181,0.0005216314,0.0005798677,0.0001928454,0.0000468645,0.00001150759,0.00001754267,0.00007151203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04743015,"threshold_uncertainty_score":0.3837574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103032562190511,"score_gpt":0.4060235180932197,"score_spread":0.3029909559027086,"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."}}