{"id":"W2964261796","doi":"","title":"Using Laboratory-Confirmed Outcomes to Study Pediatric Influenza and Influenza Vaccine Epidemiology in Ontario","year":2018,"lang":"en","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; Canadian Immunization Research Network; University of Toronto; Public Health Agency of Canada","keywords":"Influenza vaccine; Epidemiology; Virology; Medicine; Environmental health; Family medicine; Vaccination; Internal medicine","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":[0.005054988,0.0006221905,0.001222258,0.00200538,0.001047075,0.001144298,0.001404437,0.0004746986,0.00118528],"category_scores_gemma":[0.01447245,0.0005663557,0.00292028,0.005846786,0.0005688762,0.0006422177,0.000920703,0.0005035131,0.00008740401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02390922,"about_ca_system_score_gemma":0.03176656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9426214,"about_ca_topic_score_gemma":0.9634097,"domain_scores_codex":[0.9960266,0.001147097,0.0005144269,0.0006316366,0.001295006,0.0003850896],"domain_scores_gemma":[0.9910545,0.001841781,0.003992911,0.0004053449,0.002225433,0.0004800501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004168539,0.00004368206,0.978397,0.002276238,0.004281757,0.00006050142,0.0006640385,0.0004685999,0.000181993,0.0002276477,0.001406024,0.01157578],"study_design_scores_gemma":[0.0001876072,0.0001585729,0.9917236,0.0007006102,0.002740278,0.00005126039,0.0003462629,0.0004896293,0.0001326095,0.0001028007,0.003346572,0.00002019726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062679,0.05780691,0.002183806,0.001748235,0.0001513192,0.0007606425,0.02515654,0.00004444913,0.005880181],"genre_scores_gemma":[0.9848415,0.0086486,0.00165844,0.0002404893,0.00003846211,0.0004804113,0.003452125,0.00001145042,0.0006285376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05737865,"threshold_uncertainty_score":0.1734743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2297244911979671,"score_gpt":0.5174009769121629,"score_spread":0.2876764857141958,"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."}}