{"id":"W4410594902","doi":"10.1080/21645515.2025.2506286","title":"Coverage disparities and delayed immunization: Assessing 12-month vaccination completion in Canadian children using data from a digital immunization platform","year":2025,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Bruyère; University of British Columbia; Ottawa Hospital","funders":"Pfizer Canada; Pfizer","keywords":"Immunization; Vaccination; Medicine; Pediatrics; Immunology; Antibody","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":[0.002826008,0.0004295757,0.0004030752,0.002961035,0.001416288,0.001120033,0.001336638,0.0003897874,0.001476751],"category_scores_gemma":[0.01052938,0.0002860943,0.001021039,0.007902505,0.0005489186,0.0006699784,0.001153885,0.0005918409,0.00009514752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01589175,"about_ca_system_score_gemma":0.02146505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.989021,"about_ca_topic_score_gemma":0.9865608,"domain_scores_codex":[0.997378,0.0002882636,0.0002482138,0.0003284516,0.001084443,0.0006725899],"domain_scores_gemma":[0.995308,0.0005333871,0.001941644,0.0002673915,0.001440568,0.0005091208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002348682,0.000009428874,0.9965221,0.0000305324,0.00005398819,0.00001101995,0.0002295985,0.0001088119,0.00002724157,0.00009447674,0.0002466904,0.00264265],"study_design_scores_gemma":[0.000001972203,0.0000129808,0.9983268,0.0000345743,0.00003530228,0.00002267581,0.0003394927,0.0005242341,0.00006239033,0.0000221209,0.0006112165,0.000006233962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850776,0.00150099,0.0004882232,0.0005598032,0.00001316882,0.00005541404,0.009741007,0.00002183968,0.002541955],"genre_scores_gemma":[0.9968479,0.0003917229,0.0004127168,0.00004499706,0.00000542743,0.00001846756,0.002072235,0.00000436499,0.0002020877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01589175,"threshold_uncertainty_score":0.1153032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0561283788588808,"score_gpt":0.3396166035046823,"score_spread":0.2834882246458015,"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."}}