{"id":"W4386445574","doi":"10.2196/51861","title":"Hepatitis A Vaccination Coverage Among People With Chronic Liver Disease in England (HEALD): Protocol for a Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Excellence; Chronic liver disease; Hepatitis A vaccine; Hepatitis A; Family medicine; Retrospective cohort study; Health care; Liver disease; Environmental health; Outbreak; Cohort; Pediatrics; Hepatitis; Immunology; Internal medicine; Virology; Cirrhosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02647056,0.002202186,0.002965832,0.003341284,0.00253822,0.001889507,0.002210429,0.002198691,0.02981113],"category_scores_gemma":[0.02553116,0.002472816,0.002668073,0.003555449,0.00124411,0.00253448,0.002051722,0.001840852,0.006396571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003992693,"about_ca_system_score_gemma":0.01058978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008864842,"about_ca_topic_score_gemma":0.01293363,"domain_scores_codex":[0.9842215,0.007782996,0.004651695,0.001482206,0.000939715,0.0009219136],"domain_scores_gemma":[0.984386,0.002842769,0.003155361,0.002910491,0.005523753,0.00118156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1145422,0.013771,0.2165739,0.0830903,0.003363098,0.0046631,0.01361125,0.007903424,0.007322719,0.01727744,0.3625455,0.155336],"study_design_scores_gemma":[0.0602344,0.01718361,0.4055444,0.02431801,0.001341578,0.001624913,0.007392569,0.005886679,0.002889392,0.006535717,0.4662953,0.0007534762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006956155,0.0004037053,0.003441211,0.0002414956,0.0001547477,0.9648985,0.02182798,0.00009042062,0.001985623],"genre_scores_gemma":[0.005511123,0.0001870703,0.003815005,0.0002095957,0.00003074586,0.9859247,0.003915199,0.000009270063,0.0003973227],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02981113,"threshold_uncertainty_score":0.1399913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404573663855826,"score_gpt":0.508332590191618,"score_spread":0.3678752238060354,"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."}}