{"id":"W4414434473","doi":"10.2196/79669","title":"Catch-Up of Routine School-Based Immunizations Since the COVID-19 Pandemic: 4-Year Observational Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Immunization; Cohort study; Cohort; Observational study; Vaccination; Retrospective cohort study; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00171526,0.0006401437,0.0005323133,0.001327544,0.001497542,0.001117112,0.002261232,0.0007486452,0.001332353],"category_scores_gemma":[0.003156933,0.000626164,0.001052219,0.002851338,0.0005156529,0.0006055996,0.0009934907,0.001217445,0.0003227296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005902423,"about_ca_system_score_gemma":0.007094907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8438476,"about_ca_topic_score_gemma":0.8483781,"domain_scores_codex":[0.9983763,0.0001524675,0.0001267549,0.0004036034,0.0004435975,0.000497285],"domain_scores_gemma":[0.997272,0.0001528454,0.001094644,0.0002780535,0.0006970141,0.000505405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008704828,0.00002551402,0.998602,0.00001435306,0.0001092603,0.00002702848,0.0001334192,0.00004197321,0.00005016891,0.00002292095,0.0003561422,0.0005301638],"study_design_scores_gemma":[0.000009609183,0.00004449899,0.9990891,0.00001579783,0.00006134896,0.00002933654,0.0002729518,0.0001731067,0.00002334082,0.000009226876,0.0002656906,0.000005847126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895191,0.0005262271,0.0002249566,0.0001097688,0.00002021233,0.00008181304,0.008861066,0.00001728259,0.000639646],"genre_scores_gemma":[0.9946989,0.000222446,0.0002348617,0.00008592275,0.000009445478,0.00005228992,0.004260083,0.00000673659,0.0004294099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8438476,"threshold_uncertainty_score":0.314144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0830317385973752,"score_gpt":0.3880796723902402,"score_spread":0.305047933792865,"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."}}