{"id":"W2031402823","doi":"10.1503/cmaj.122074","title":"Mandatory influenza vaccination? First we need a better vaccine","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Vaccination; Influenza season; Medicine; Influenza vaccine; Health care; Family medicine; Virology; Immunology; Environmental health; Medical emergency; Pediatrics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0211395,0.001586939,0.004267675,0.001459063,0.002695369,0.006728915,0.002852733,0.0146717,0.05974683],"category_scores_gemma":[0.06574859,0.0009150752,0.00211913,0.001001757,0.005410207,0.02157301,0.00528906,0.02536931,0.01267934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005157208,"about_ca_system_score_gemma":0.01723513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040145,"about_ca_topic_score_gemma":0.01844912,"domain_scores_codex":[0.9920321,0.003254061,0.0007283484,0.0007640021,0.001956102,0.001265386],"domain_scores_gemma":[0.9576536,0.01794145,0.003021043,0.002725229,0.009384481,0.009274135],"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":[0.0007869225,0.0006695305,0.003826743,0.0037032,0.0004219494,0.0003684917,0.0007107533,0.0003812393,0.001593427,0.04159977,0.6892785,0.2566594],"study_design_scores_gemma":[0.0006474818,0.001074052,0.008035825,0.0183255,0.000499212,0.0007298974,0.003950577,0.0004347971,0.0007304392,0.0898493,0.8755075,0.0002153461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001373049,0.05110426,0.001223908,0.9288014,0.01243291,0.00004115662,0.0002855771,0.0001332957,0.004604457],"genre_scores_gemma":[0.03755152,0.08036812,0.01168711,0.8246947,0.03522267,0.000297263,0.0006953913,0.0002568689,0.00922637],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05974683,"threshold_uncertainty_score":0.1998731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214766341175431,"score_gpt":0.3067217111115043,"score_spread":0.2852450769939612,"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."}}