{"id":"W2123288913","doi":"10.1093/infdis/jiu651","title":"How Can We Solve the Enigma of Influenza Vaccine-Induced Protection?","year":2014,"lang":"en","type":"letter","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Influenza vaccine; Cohort; Vaccine efficacy; Gold standard (test); Cohort study; Odds; Immunology; Influenza season; Environmental health; Virology; Intensive care medicine; Internal medicine; Logistic regression","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":[0.02607197,0.001676353,0.004138474,0.002248414,0.001863025,0.006132957,0.004489555,0.01065887,0.01668557],"category_scores_gemma":[0.05495758,0.0007260304,0.001732064,0.001429865,0.01013129,0.02463086,0.004353457,0.02368611,0.004860671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003518638,"about_ca_system_score_gemma":0.006800407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004127789,"about_ca_topic_score_gemma":0.004354313,"domain_scores_codex":[0.9943739,0.002709993,0.0004078542,0.0008186367,0.001243613,0.0004459556],"domain_scores_gemma":[0.9421976,0.04568451,0.002231824,0.002567368,0.005223681,0.002095051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009574379,0.0001791756,0.002069329,0.005440386,0.0007578477,0.0002461147,0.0004486005,0.0009248187,0.0004442626,0.09031484,0.4465561,0.4516611],"study_design_scores_gemma":[0.0002035247,0.0004389938,0.002588221,0.007595449,0.0004287943,0.0004202337,0.00106679,0.0008463297,0.0002691184,0.3482581,0.6377637,0.0001206727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005571006,0.3515601,0.002805979,0.6218258,0.02062611,0.00002469678,0.0003147107,0.0001023425,0.002183263],"genre_scores_gemma":[0.01453305,0.5560513,0.004608846,0.3011181,0.1208996,0.0001810664,0.0003569011,0.0001603266,0.002090828],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02607197,"threshold_uncertainty_score":0.1378834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06027097763827122,"score_gpt":0.3319858384128515,"score_spread":0.2717148607745803,"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."}}