{"id":"W2513862655","doi":"10.1056/nejm-jw.na42059","title":"Live Attenuated Flu Vaccine Offers No Extra Community Benefit","year":2016,"lang":"en","type":"article","venue":"Journal watch","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Attenuated vaccine; Live attenuated influenza vaccine; Herd immunity; Influenza vaccine; Virology; Immunology; Immunity; Clinical trial; Vaccination; Virulence; Immune system; Biology; Internal medicine","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":[0.000864628,0.0002360469,0.0004406157,0.0002843002,0.0003047295,0.0007295461,0.0002320722,0.001137967,0.0169351],"category_scores_gemma":[0.001341696,0.00010737,0.000294539,0.0001780031,0.0004194575,0.0005518552,0.000621216,0.0005278179,0.001733802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000549623,"about_ca_system_score_gemma":0.001142488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002483563,"about_ca_topic_score_gemma":0.005605413,"domain_scores_codex":[0.9993648,0.0002819301,0.00001401045,0.00005185115,0.0001821669,0.0001052101],"domain_scores_gemma":[0.9993291,0.0002070401,0.00006955261,0.00007923132,0.0001342489,0.0001808121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00707067,0.002252281,0.03590694,0.0007960799,0.000686488,0.0009021958,0.0001909206,0.0004913961,0.03475488,0.009971851,0.02934186,0.8776344],"study_design_scores_gemma":[0.003668198,0.04403976,0.2881791,0.0008943575,0.001440745,0.01169456,0.001817506,0.001767368,0.02759261,0.01657668,0.6022007,0.0001282777],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7062545,0.04041787,0.005149471,0.0471323,0.001358052,0.0002571686,0.001496965,0.000583366,0.1973503],"genre_scores_gemma":[0.9709054,0.004558503,0.00208052,0.003299559,0.0003703546,0.00004594404,0.0004557331,0.00001872375,0.01826529],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0169351,"threshold_uncertainty_score":0.05665356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08937174395724655,"score_gpt":0.366518499485476,"score_spread":0.2771467555282294,"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."}}