{"id":"W2990697338","doi":"10.1016/j.vaccine.2019.11.033","title":"Governing off-label vaccine use: An environmental scan of the Global National Immunization Technical Advisory Group Network","year":2019,"lang":"en","type":"article","venue":"Vaccine","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Public Health Agency of Canada; World Health Organization","keywords":"Focus group; Legislation; Medicine; Immunization; Transparency (behavior); Business; Family medicine; Environmental health; Marketing; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0816176,0.0005404369,0.0006172536,0.002800468,0.004300617,0.007819372,0.003399958,0.01650478,0.006462109],"category_scores_gemma":[0.1145356,0.0008678359,0.0009307332,0.004566374,0.004586593,0.006472689,0.004771478,0.01316326,0.0008981075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006585553,"about_ca_system_score_gemma":0.05375693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03547053,"about_ca_topic_score_gemma":0.07541889,"domain_scores_codex":[0.9376985,0.02464288,0.004063211,0.002864885,0.02437161,0.006358887],"domain_scores_gemma":[0.7508003,0.1774936,0.01660242,0.007769889,0.03962434,0.00770943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003812928,0.0005871315,0.0565957,0.001795785,0.0001652742,0.001208046,0.005474508,0.001734369,0.004646772,0.1567403,0.5738325,0.1968384],"study_design_scores_gemma":[0.0001002231,0.0001847324,0.04949977,0.002578408,0.0001301601,0.0003645901,0.003606748,0.000802938,0.003002732,0.01878527,0.9208158,0.0001285863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03035262,0.007784969,0.004688027,0.8173804,0.003555778,0.0003991351,0.002649091,0.0001483654,0.1330416],"genre_scores_gemma":[0.2290183,0.01124975,0.01212177,0.7040872,0.00346611,0.0006589746,0.002191692,0.0003152299,0.036891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0816176,"threshold_uncertainty_score":0.4316403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743964889425228,"score_gpt":0.3136864527811107,"score_spread":0.2862468038868584,"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."}}