{"id":"W2054961420","doi":"10.1371/journal.pone.0076318","title":"Effectiveness of Inactivated Influenza Vaccines in Preventing Influenza-Associated Deaths and Hospitalizations among Ontario Residents Aged ≥65 Years: Estimates with Generalized Linear Models Accounting for Healthy Vaccinee Effects","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Vaccination; Influenza vaccine; Pneumonia; Confidence interval; Confounding; Vaccine efficacy; Retrospective cohort study; Trivalent influenza vaccine; Influenza A virus; Cohort study; Internal medicine; Emergency medicine; Pediatrics; Immunology; Virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01475852,0.0009161753,0.001254951,0.001301984,0.000254241,0.0008514313,0.001209714,0.0004896832,0.001046423],"category_scores_gemma":[0.02895114,0.0005454203,0.003061764,0.0009611135,0.000734146,0.0006658654,0.000724436,0.0006129369,0.0001428869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006433785,"about_ca_system_score_gemma":0.005931432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3901187,"about_ca_topic_score_gemma":0.2789865,"domain_scores_codex":[0.9963723,0.002237483,0.0001743878,0.0004358504,0.0005261276,0.0002537572],"domain_scores_gemma":[0.9889606,0.007503554,0.001973883,0.000701924,0.0006585877,0.0002014835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002040959,0.0001858299,0.6053441,0.00166441,0.01468208,0.0003517897,0.0009858301,0.2796514,0.0009019835,0.004509716,0.004559339,0.08512267],"study_design_scores_gemma":[0.0007037645,0.0009863281,0.6837888,0.0007467538,0.007792619,0.0003382532,0.000379925,0.2922712,0.0006371117,0.006330459,0.005907968,0.000116681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933318,0.01669993,0.07207389,0.001922364,0.00007398362,0.0008436368,0.009410884,0.0003173952,0.00532617],"genre_scores_gemma":[0.9868959,0.00196228,0.008019481,0.0001072737,0.00002928612,0.0002215992,0.00196822,0.00002339942,0.0007725373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6098813,"threshold_uncertainty_score":0.7756959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05440353251701576,"score_gpt":0.3227352910724876,"score_spread":0.2683317585554718,"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."}}