{"id":"W2918097331","doi":"10.1093/pch/pxy150","title":"Vaccine recommendations for children and youth for the 2018/2019 influenza season","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Live attenuated influenza vaccine; Influenza season; Vaccination; Immunization; Medicine; Advisory committee; Influenza vaccine; Seasonal influenza; Pediatrics; Immunization program; Family medicine; Environmental health; Immunology; Coronavirus disease 2019 (COVID-19); Disease; Political science; Infectious disease (medical specialty); Internal medicine; Immune system","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":[0.005876323,0.0006450643,0.0004833033,0.003082514,0.0009308446,0.0009567801,0.001794923,0.00136709,0.01736412],"category_scores_gemma":[0.01212803,0.0004793365,0.001017937,0.002889049,0.0002136149,0.000661432,0.0008063643,0.002082738,0.006693678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003831106,"about_ca_system_score_gemma":0.01969382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3616898,"about_ca_topic_score_gemma":0.4481264,"domain_scores_codex":[0.9967768,0.000855959,0.0004752798,0.00009504073,0.001402935,0.0003940161],"domain_scores_gemma":[0.9935665,0.0005189406,0.0007270927,0.0001489632,0.004115897,0.000922638],"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":[0.000135318,0.0001096805,0.006960872,0.0009276436,0.00002900012,0.00004813786,0.0002490825,0.0001410978,0.0003444856,0.001100678,0.8986223,0.09133168],"study_design_scores_gemma":[0.0001932826,0.0001593438,0.04985097,0.003432896,0.0000928574,0.000166148,0.0004379206,0.0001088785,0.0003676387,0.0003806914,0.9447762,0.00003302469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02954021,0.09082747,0.00996712,0.1340162,0.02691457,0.01301971,0.3265737,0.002308991,0.366832],"genre_scores_gemma":[0.07610099,0.1864432,0.1289485,0.0537301,0.003736145,0.02601343,0.3387112,0.0006551917,0.1856613],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3616898,"threshold_uncertainty_score":0.719169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0736264810528955,"score_gpt":0.3957672071527155,"score_spread":0.32214072609982,"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."}}