{"id":"W7134546202","doi":"","title":"Vaccine acceptance, hesitancy and refusal in Canada: Challenges and potential approaches","year":2016,"lang":"en","type":"article","venue":"PubMed Central","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Scope (computer science); Perspective (graphical); MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01506482,0.0005427801,0.001377577,0.005754471,0.0136448,0.009468216,0.004074582,0.002276052,0.004438769],"category_scores_gemma":[0.04407861,0.0005973103,0.001141128,0.01102022,0.0105448,0.005176107,0.005704939,0.006460076,0.0001548023],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1532681,"about_ca_system_score_gemma":0.3816841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913971,"about_ca_topic_score_gemma":0.9940886,"domain_scores_codex":[0.9867764,0.003396238,0.0005766097,0.0007695974,0.003998159,0.004482971],"domain_scores_gemma":[0.957655,0.0124408,0.00444242,0.0005484342,0.01588394,0.00902929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002255887,0.0004551822,0.3823934,0.003685815,0.0003515304,0.001555249,0.2388921,0.0008366528,0.0002196827,0.06272667,0.05393222,0.254726],"study_design_scores_gemma":[0.00006241868,0.0001377757,0.3415895,0.008765657,0.0003080931,0.0003973285,0.5614123,0.002562855,0.0003626843,0.02196403,0.06208413,0.0003532722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.441716,0.05234173,0.002012822,0.444214,0.001107605,0.0006052537,0.001543054,0.00009074347,0.05636875],"genre_scores_gemma":[0.966356,0.02027887,0.001500066,0.008862683,0.0002007317,0.0002075334,0.0003059847,0.00001938955,0.002268681],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1532681,"threshold_uncertainty_score":0.9820889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03075143632652048,"score_gpt":0.2166501561833617,"score_spread":0.1858987198568412,"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."}}