{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001981283,0.0008122232,0.002550368,0.0004404368,0.0003307915,0.00007237282,0.0007115093,0.0003832602,0.0000989334],"category_scores_gemma":[0.0140435,0.0006050256,0.000857845,0.002279771,0.0004183692,0.0004564611,0.001233184,0.001435142,0.0000839043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006542379,"about_ca_system_score_gemma":0.0006602334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003497518,"about_ca_topic_score_gemma":0.0004777362,"domain_scores_codex":[0.990788,0.002608349,0.002968573,0.001352168,0.001208942,0.001073997],"domain_scores_gemma":[0.9928015,0.003304892,0.0008646396,0.001148667,0.0009769053,0.0009034302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007649306,0.002021038,0.9768127,0.002019323,0.0004835481,0.00007069112,0.002377765,0.004561808,0.002363028,0.00005198645,0.001051675,0.0005371007],"study_design_scores_gemma":[0.01927064,0.001499948,0.9665112,0.00224934,0.0004048584,0.000003638292,0.0007165165,0.0002191704,0.002871498,0.0002994958,0.005293082,0.0006605972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900042,0.00298191,0.0001136772,0.0005402477,0.0005832977,0.004963763,0.0002690282,0.0002035475,0.0003402674],"genre_scores_gemma":[0.9937478,0.000264716,0.00006956177,0.004931083,0.0002768682,0.0005731566,0.00001820229,0.00009777724,0.00002078666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01206222,"threshold_uncertainty_score":0.9996401,"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."}}