{"id":"W2753132004","doi":"10.1093/ofid/ofx163.1154","title":"Effectiveness of Influenza Vaccine in Preventing Death among Ontario Residents Aged ≥65 Years during 20 Seasons","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Influenza vaccine; Vaccination; Confounding; Public health; Estimation; Demography; Population; Cohort; Emergency medicine; Environmental health; Internal medicine; Immunology","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":[0.0006518416,0.0002753111,0.0007495725,0.0002769061,0.0006767419,0.0002566371,0.0005799779,0.00009768877,0.0001505584],"category_scores_gemma":[0.002080885,0.0002677951,0.0001950195,0.0001654193,0.0001369583,0.000922215,0.001544202,0.0003829974,0.00002622081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006412443,"about_ca_system_score_gemma":0.0004146486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08692819,"about_ca_topic_score_gemma":0.09952379,"domain_scores_codex":[0.9977397,0.0002419883,0.0004024175,0.0004900898,0.0004679534,0.0006578143],"domain_scores_gemma":[0.9980436,0.0002341528,0.0003534503,0.0009381573,0.0001792302,0.0002513873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001566178,0.0004650418,0.9949833,0.000640955,0.0003444378,0.0002118959,0.0002218362,0.0001068445,0.001054267,0.00004580036,0.0001429842,0.0002164526],"study_design_scores_gemma":[0.00859022,0.0002462764,0.9859945,0.002390094,0.000161067,0.000009481096,0.00006767372,0.000008772001,0.001906166,0.0003049427,0.00008320528,0.0002376392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900733,0.0003386444,0.000001741341,0.00002834896,0.0001156738,0.002139269,0.00004002167,0.0000490548,0.007213945],"genre_scores_gemma":[0.9985375,0.0000380002,0.00002239569,0.00003810617,0.00003139068,0.000306076,0.00001548733,0.00004746626,0.0009635731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0125956,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03788737033087276,"score_gpt":0.3724179035863133,"score_spread":0.3345305332554406,"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."}}