{"id":"W2052840585","doi":"10.1136/ebn.8.2.47","title":"Review: vaccination reduces the incidence of serologically confirmed influenza in healthy adults","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Vaccination; Medicine; Incidence (geometry); Cochrane Library; Vaccine efficacy; Pediatrics; Randomized controlled trial; Immunology; Internal medicine","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":[0.00193116,0.001494553,0.006581801,0.003632055,0.0004350535,0.002225903,0.00155083,0.002434036,0.01264117],"category_scores_gemma":[0.01419249,0.000699072,0.004057085,0.003997697,0.000505169,0.001608512,0.0007356062,0.001685219,0.001217275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995901,"about_ca_system_score_gemma":0.003229026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006363423,"about_ca_topic_score_gemma":0.007859692,"domain_scores_codex":[0.9977786,0.0009904334,0.0004670274,0.0001794428,0.0005034229,0.00008123935],"domain_scores_gemma":[0.9960049,0.002800963,0.0007266704,0.00004032536,0.0003360304,0.00009114088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009712443,0.00005052368,0.0003688636,0.8465259,0.006071217,0.0001259358,0.0001258501,0.000199215,0.0002509812,0.0003745028,0.02714409,0.1177916],"study_design_scores_gemma":[0.004838073,0.001298057,0.009717905,0.7798618,0.05338472,0.0009346227,0.0003020739,0.0003854966,0.0006404475,0.001037472,0.1475174,0.00008190326],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006003519,0.9967719,0.00007469734,0.0004943525,0.0004210002,0.0003380676,0.0002572752,0.00002359876,0.001018785],"genre_scores_gemma":[0.007774205,0.989674,0.0002839144,0.001068967,0.0001986677,0.0003678501,0.0001409441,0.000007882369,0.0004835829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01264117,"threshold_uncertainty_score":0.0422889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1342719789735079,"score_gpt":0.4336079906273196,"score_spread":0.2993360116538117,"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."}}