{"id":"W3014346874","doi":"10.1093/cid/ciaa371","title":"Relative Effectiveness of the Cell-Cultured Quadrivalent Influenza Vaccine Compared to Standard, Egg-derived Quadrivalent Influenza Vaccines in Preventing Influenza-like Illness in 2017–2018","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Vaccination; Influenza vaccine; Confidence interval; Influenza-like illness; Odds ratio; Logistic regression; Immunology; Virology; Medical record; Internal medicine; Virus; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005238921,0.0003225577,0.0005879547,0.0002357772,0.00007816095,0.0004689723,0.0004242678,0.0004271596,0.0007953399],"category_scores_gemma":[0.008699723,0.0001775002,0.001049465,0.0002254772,0.0002548982,0.0006065606,0.0003364333,0.0006779695,0.00008164489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006635133,"about_ca_system_score_gemma":0.0004724546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218227,"about_ca_topic_score_gemma":0.00222001,"domain_scores_codex":[0.9980575,0.001114764,0.0001569612,0.0003147202,0.0002295715,0.000126431],"domain_scores_gemma":[0.99647,0.002180847,0.0008335077,0.0001633663,0.000191619,0.0001606943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08547656,0.001217161,0.7570927,0.001691899,0.01157625,0.0001405419,0.000298186,0.01617289,0.005008925,0.0009075554,0.001785417,0.1186319],"study_design_scores_gemma":[0.003991898,0.06497812,0.8834371,0.0005655069,0.00952932,0.000581269,0.0003794695,0.0221938,0.009550614,0.0007651764,0.003966718,0.00006096171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939544,0.004036806,0.0004708444,0.0001834164,0.00004255752,0.00004272416,0.0006639588,0.000009622049,0.0005957813],"genre_scores_gemma":[0.9990031,0.0003582547,0.0001986127,0.00006445743,0.00001058626,0.00002006411,0.0002687776,0.000002153217,0.00007393662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005238921,"threshold_uncertainty_score":0.02770638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014548129662222,"score_gpt":0.4258636322738618,"score_spread":0.3244088193076397,"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."}}