{"id":"W7133005684","doi":"","title":"Economic Burden of Seasonal Influenza in Canada","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":"Sanofi","keywords":"Seasonal influenza; Productivity; Economic impact analysis; Economic cost; Vaccination; Health care; Indirect costs; Outpatient visits","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0005222293,0.0002191071,0.0002612541,0.002543496,0.00284554,0.002343088,0.0004345603,0.0002391459,0.006616537],"category_scores_gemma":[0.002418958,0.0001307265,0.0003009372,0.004423415,0.0003997952,0.0003252485,0.0007570169,0.0006444806,0.0003525737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06481823,"about_ca_system_score_gemma":0.1283391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99712,"about_ca_topic_score_gemma":0.9977027,"domain_scores_codex":[0.999172,0.00005080219,0.00002206057,0.0000361276,0.0004584373,0.0002606907],"domain_scores_gemma":[0.9988257,0.00005946256,0.00009701716,0.00001249471,0.0006977709,0.0003075197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000497174,0.0001942316,0.5499713,0.0006085406,0.0002880529,0.0006034932,0.002840267,0.003694745,0.0004402987,0.0163785,0.1932466,0.2312367],"study_design_scores_gemma":[0.00004068785,0.00005871653,0.9075325,0.0004816927,0.000103444,0.0001468517,0.00464018,0.001861037,0.000180772,0.001011729,0.08390079,0.00004156658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7103724,0.03227073,0.0003298688,0.02952723,0.0005441824,0.0002777581,0.04860916,0.00007002053,0.1779986],"genre_scores_gemma":[0.9333394,0.02859016,0.0006861084,0.001243414,0.0001211597,0.00005834585,0.01036398,0.00001958988,0.02557787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06481823,"threshold_uncertainty_score":0.4702913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04483128104307429,"score_gpt":0.4037745017030827,"score_spread":0.3589432206600084,"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."}}