{"id":"W2232272522","doi":"10.1016/j.jchf.2015.10.012","title":"Influenza Vaccination in Patients With Chronic Heart Failure","year":2015,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Université de Montréal; Toronto General Hospital; Women's College Hospital","funders":"","keywords":"Medicine; Vaccination; Heart failure; Hazard ratio; Internal medicine; Ejection fraction; Influenza vaccine; Mortality rate; Confidence interval; Cardiology; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005054323,0.0002965679,0.0005357239,0.0003908577,0.0001119815,0.00005289164,0.0001255921,0.0002018504,0.0002187516],"category_scores_gemma":[0.0005492048,0.0002285919,0.00007715638,0.0007557372,0.00007139683,0.0004386031,0.0001347261,0.000663878,0.0005800016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008348754,"about_ca_system_score_gemma":0.0006496894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002105343,"about_ca_topic_score_gemma":0.0009789782,"domain_scores_codex":[0.9972303,0.0001295262,0.000394702,0.0004573432,0.00106694,0.0007212214],"domain_scores_gemma":[0.9982151,0.00006884197,0.00006768296,0.0005265622,0.0007495105,0.000372268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000492225,0.0002188877,0.8650161,0.0001181471,0.00005170881,0.000008488262,0.0003954792,0.00008465903,0.0001777709,0.0000405746,0.1328438,0.000552136],"study_design_scores_gemma":[0.006788935,0.0009849282,0.5813267,0.0001404165,0.00001770499,0.000005893687,0.0001543721,0.0000413931,0.0003464988,0.00002358167,0.409987,0.0001826219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836311,0.0005667745,0.00001197495,0.01340819,0.00008163066,0.00157365,0.00001613113,0.0001385594,0.0005719454],"genre_scores_gemma":[0.9926276,0.000004585903,0.004068614,0.002500091,0.0003007035,0.0001440698,0.00004436275,0.00006142924,0.000248546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2836894,"threshold_uncertainty_score":0.9321709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03993127077783831,"score_gpt":0.3384442999048683,"score_spread":0.29851302912703,"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."}}