{"id":"W2748881662","doi":"","title":"In Need of a Booster: How to Improve Childhood Vaccination Coverage in Canada","year":2017,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measles; Immunization; Vaccination; Medicine; Context (archaeology); Health care; Population; Herd immunity; Environmental health; Family medicine; Economic growth; Immunology; Geography; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002953843,0.0001262848,0.0002485914,0.0001403363,0.0003534336,0.00009511487,0.0005944168,0.00005333094,0.00008313807],"category_scores_gemma":[0.0002006197,0.0001401651,0.00003871402,0.0001542821,0.00001332552,0.001201614,0.0001681959,0.0001629122,0.000003091827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009496,"about_ca_system_score_gemma":0.0008586587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9300795,"about_ca_topic_score_gemma":0.9952556,"domain_scores_codex":[0.9988651,0.00006394472,0.0002472076,0.0002238243,0.0002669221,0.0003329847],"domain_scores_gemma":[0.9992222,0.00004368017,0.0001641829,0.0004066374,0.00004626789,0.0001170164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009565127,0.000301818,0.8359132,0.00005054045,0.00003347237,0.0002751561,0.01196749,0.00007281541,0.0004143525,0.001897887,0.09768099,0.05129655],"study_design_scores_gemma":[0.002102879,0.00006752872,0.88737,0.0001095913,0.000009185516,8.936271e-7,0.002157093,0.00001492157,0.0008349281,0.0006096409,0.1064626,0.0002606736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948613,0.00009781841,0.00002985042,0.09744273,0.001163044,0.0005435834,0.00003631311,0.000007662011,0.005817678],"genre_scores_gemma":[0.992838,0.0001341729,0.00006812404,0.006530161,0.0001936618,0.00002519157,0.00001251638,0.000008187018,0.0001899488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09797671,"threshold_uncertainty_score":0.5715767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381546576736427,"score_gpt":0.2706031788892709,"score_spread":0.2567877131219067,"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."}}