{"id":"W7133014319","doi":"","title":"Investigating Risks Associated with Influenza Infection in Patients with or at Risk of Cardiovascular Disease Using Epidemiological Techniques","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Toronto; Canadian Cardiovascular Society","keywords":"Adverse effect; Disease; Influenza vaccine; Vaccination; Epidemiology; Cohort; Cohort study; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02124538,0.0008876193,0.0019362,0.005580375,0.000395605,0.00156268,0.001174888,0.001118745,0.002777921],"category_scores_gemma":[0.05911402,0.0006181113,0.009745307,0.005838588,0.0003603526,0.001150707,0.001375121,0.001404205,0.0003450535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000573381,"about_ca_system_score_gemma":0.001704884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003428113,"about_ca_topic_score_gemma":0.005161227,"domain_scores_codex":[0.9774299,0.01558729,0.003378456,0.001879977,0.00152973,0.00019466],"domain_scores_gemma":[0.9576952,0.03337756,0.005590599,0.001568378,0.001580662,0.0001875795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002762647,0.0002859453,0.4473804,0.0924902,0.2475519,0.0001878667,0.001368278,0.003841833,0.001127887,0.004931092,0.006697369,0.1913746],"study_design_scores_gemma":[0.001135639,0.004618768,0.566372,0.03865653,0.2976426,0.0009623226,0.001868858,0.01068051,0.002742478,0.01228957,0.06269505,0.0003357596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2076532,0.676304,0.06416026,0.005749978,0.001917103,0.005935507,0.02880953,0.0002213095,0.009249181],"genre_scores_gemma":[0.7152514,0.1741394,0.08768804,0.002661982,0.001106042,0.009662346,0.007278166,0.00005822537,0.002154368],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02124538,"threshold_uncertainty_score":0.1123576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1536563242259049,"score_gpt":0.44110226216822,"score_spread":0.2874459379423151,"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."}}