{"id":"W2261766938","doi":"10.1016/s1473-3099(16)00028-1","title":"Managing the risks of vaccine hesitancy and refusals","year":2016,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Institut National de Santé Publique du Québec","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008236912,0.0003802005,0.001201099,0.0009300258,0.004674021,0.005167474,0.001396345,0.04242769,0.006945788],"category_scores_gemma":[0.09389652,0.0004823389,0.001043016,0.0006838082,0.004575569,0.005763743,0.004570043,0.04246554,0.002552411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003986064,"about_ca_system_score_gemma":0.008474034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004835721,"about_ca_topic_score_gemma":0.009472299,"domain_scores_codex":[0.9926121,0.003601501,0.0006557421,0.0004185495,0.001621,0.001091104],"domain_scores_gemma":[0.9555475,0.02510398,0.004716631,0.001057962,0.00396497,0.009608964],"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":[0.00006857224,0.0001543282,0.01090271,0.0001210106,0.00008643357,0.007351724,0.002054631,0.000173845,0.0003766765,0.01610359,0.9053697,0.05723676],"study_design_scores_gemma":[0.0002174308,0.0002924981,0.009477696,0.002327983,0.0001067652,0.01418572,0.007584117,0.001546051,0.0005729658,0.0826473,0.8808658,0.0001757429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001058463,0.0008034228,0.00009389686,0.9935691,0.001837743,0.000005348767,0.00001091138,0.000008160891,0.00261292],"genre_scores_gemma":[0.02895733,0.001728367,0.0004033751,0.9478806,0.01748763,0.00003034941,0.00001643745,0.00002063922,0.003475282],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04242769,"threshold_uncertainty_score":0.04356152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04705335383989209,"score_gpt":0.332442485723296,"score_spread":0.2853891318834039,"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."}}