{"id":"W2619617218","doi":"10.1080/14760584.2017.1334554","title":"Repeated annual influenza vaccination and vaccine effectiveness: review of evidence","year":2017,"lang":"en","type":"review","venue":"Expert Review of Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":287,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut National de Santé Publique du Québec; BC Centre for Disease Control","funders":"","keywords":"Vaccination; Virology; Influenza vaccine; Medicine; Immunology; Live attenuated influenza vaccine","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":[0.004711777,0.001011861,0.01004786,0.0005030643,0.0001633413,0.00001889227,0.0007611788,0.0003342732,0.000340237],"category_scores_gemma":[0.0296086,0.0005980177,0.001267758,0.0008061181,0.00008320104,0.0004990388,0.0006919886,0.00062078,0.00003223186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105617,"about_ca_system_score_gemma":0.0007255831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009508071,"about_ca_topic_score_gemma":0.000002916629,"domain_scores_codex":[0.9930158,0.001297086,0.003173874,0.0009796363,0.001030856,0.000502746],"domain_scores_gemma":[0.9894454,0.001758496,0.003199253,0.002323595,0.00303886,0.0002344052],"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":[0.00005011811,0.00005786494,0.00006220812,0.5170993,0.0004069578,0.00001395397,0.00002174045,3.549825e-9,0.000003935499,0.000006950073,0.007743383,0.4745336],"study_design_scores_gemma":[0.0004003967,0.0002874808,0.0005317226,0.5011442,0.001434052,0.00009505774,0.000003385896,1.941631e-7,0.00002162354,0.000002202123,0.4958344,0.0002451926],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003344084,0.9917591,0.00000430359,0.0004350499,0.0001877292,0.00713976,0.00009028825,0.00005592277,0.0003245363],"genre_scores_gemma":[0.000001205631,0.9971089,0.0002935563,0.001025571,0.0003204661,0.0009181394,0.00008057574,0.0001034773,0.0001481022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4880911,"threshold_uncertainty_score":0.9996471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3177884412119094,"score_gpt":0.5588804952494468,"score_spread":0.2410920540375374,"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."}}