{"id":"W40149113","doi":"10.1093/pch/16.1.16","title":"Improving accountability for children's health: Immunization registries and public reporting of coverage in Canada","year":2011,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Canadian Institutes of Health Research; Institut pour la Recherche en Santé Publique; Canadian Immunization Research Network; Public Health Agency of Canada","keywords":"Accountability; Immunization; Public health; Medicine; Environmental health; Family medicine; Business; Pediatrics; Political science; Nursing; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.04090296,0.0005514104,0.0008335467,0.007950433,0.005082093,0.006865674,0.005366291,0.001678871,0.002849416],"category_scores_gemma":[0.1211142,0.0007113995,0.0007762697,0.01508555,0.002674241,0.003314128,0.005593353,0.003218056,0.0002704815],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.152164,"about_ca_system_score_gemma":0.3613608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961468,"about_ca_topic_score_gemma":0.9959489,"domain_scores_codex":[0.9649841,0.008070106,0.003320926,0.001989433,0.01726204,0.004373369],"domain_scores_gemma":[0.8535212,0.02317942,0.02186769,0.003919825,0.07735874,0.02015304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001425686,0.0002187411,0.6476904,0.001029525,0.0002953343,0.0002793758,0.004203213,0.002224419,0.0001132754,0.01459419,0.1522315,0.1769775],"study_design_scores_gemma":[0.00009087269,0.00007737969,0.9243262,0.002246616,0.0001731724,0.0001252157,0.003604556,0.008815377,0.0002628789,0.002538486,0.05757075,0.0001684335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3620082,0.06330627,0.01435975,0.4058656,0.003131575,0.002119049,0.04511303,0.001043306,0.1030534],"genre_scores_gemma":[0.9305819,0.02208818,0.01754244,0.01176833,0.0006805743,0.0005634258,0.01102618,0.0001582494,0.005590617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.152164,"threshold_uncertainty_score":0.9833696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03452041214438297,"score_gpt":0.2877855988867554,"score_spread":0.2532651867423724,"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."}}