{"id":"W2917333517","doi":"10.1093/pch/pxx189","title":"Vaccine recommendations for children and youth for the 2017/2018 influenza season","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Live attenuated influenza vaccine; Influenza season; Vaccination; Medicine; Immunization; Advisory committee; Influenza vaccine; Seasonal influenza; Family medicine; Pediatrics; Environmental health; Immunology; Political science; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Public administration; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006646909,0.0007323208,0.0007276454,0.002915651,0.000879225,0.0009441791,0.002470558,0.001581613,0.00852398],"category_scores_gemma":[0.01546548,0.0005085696,0.0014411,0.002482259,0.0003509685,0.0007793349,0.0009260923,0.003624775,0.003323668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004719628,"about_ca_system_score_gemma":0.02757889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4193645,"about_ca_topic_score_gemma":0.5843808,"domain_scores_codex":[0.9957405,0.001090903,0.0006286051,0.0001112052,0.001986674,0.0004420065],"domain_scores_gemma":[0.9900904,0.0008866215,0.001042619,0.0001562841,0.006771287,0.001052771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001373904,0.000118182,0.006492045,0.002032555,0.00007348481,0.00008177218,0.000409926,0.0001953879,0.0004235944,0.001653553,0.8416027,0.1467794],"study_design_scores_gemma":[0.0001894632,0.0001348942,0.04001073,0.006767817,0.0002018665,0.0001989777,0.0005098862,0.0001093214,0.0003446089,0.0005712963,0.9509202,0.00004098516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02433939,0.2746717,0.01196725,0.2620106,0.03961632,0.008583512,0.1317018,0.002100142,0.2450091],"genre_scores_gemma":[0.08244276,0.4242222,0.1458903,0.08644348,0.005299465,0.01192854,0.1284962,0.0005402107,0.1147368],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4193645,"threshold_uncertainty_score":0.833847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09480033599448678,"score_gpt":0.4069880529378824,"score_spread":0.3121877169433956,"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."}}