{"id":"W2482422629","doi":"10.1503/cmaj.151059","title":"Effectiveness of the influenza vaccine in preventing admission to hospital and death in people with type 2 diabetes","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Imperial College London; National Institute for Health and Care Research","keywords":"Medicine; Rate ratio; Influenza vaccine; Confounding; Vaccination; Poisson regression; Incidence (geometry); Internal medicine; Diabetes mellitus; Myocardial infarction; Stroke (engine); Cohort study; Confidence interval; Pneumonia; Type 2 diabetes; Retrospective cohort study; Emergency medicine; Immunology; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005790875,0.0003096331,0.0007721478,0.0005253251,0.0002064835,0.0005735305,0.000382348,0.0006326314,0.0007251747],"category_scores_gemma":[0.01363233,0.0001966282,0.001714738,0.0004425786,0.0002480366,0.0004669499,0.0004824133,0.0007290224,0.00008177065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004461614,"about_ca_system_score_gemma":0.0005643651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004567798,"about_ca_topic_score_gemma":0.004730573,"domain_scores_codex":[0.9977983,0.001344384,0.0002173857,0.0001659417,0.0002817439,0.0001922191],"domain_scores_gemma":[0.995545,0.002418209,0.001195329,0.0001824434,0.0002321843,0.0004268634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0090866,0.0009904928,0.924623,0.0006496808,0.003815925,0.00009164584,0.0002392391,0.001471573,0.0003603178,0.0001107836,0.0007998415,0.05776089],"study_design_scores_gemma":[0.0005455849,0.004837285,0.9893166,0.0003322088,0.002309651,0.0001327997,0.0001411251,0.001358577,0.0002152626,0.0001476911,0.0006493487,0.00001395782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838399,0.01351459,0.0001357718,0.0005939161,0.0000840998,0.00003292246,0.0003057306,0.000009230062,0.001483881],"genre_scores_gemma":[0.9976282,0.001792533,0.0001412151,0.0001393239,0.00005995831,0.00001772875,0.0001500622,0.000001784902,0.00006937783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005790875,"threshold_uncertainty_score":0.03062546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061464026006272,"score_gpt":0.2953733000318672,"score_spread":0.2847586597718045,"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."}}