{"id":"W4408418805","doi":"10.1177/00099228251324017","title":"Electronic Health Record Clinical Decision Support to Close the Human Papillomavirus Vaccination Gender Disparity in Children Aged 9 and 10 Years","year":2025,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Center for Advancing Translational Sciences; American Cancer Society","keywords":"Medicine; Outreach; Human papillomavirus; Vaccination; Electronic medical record; Health records; Electronic health record; Family medicine; Pediatrics; Health care; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00707549,0.0001970867,0.000286777,0.001311604,0.0005553807,0.0006661335,0.000802225,0.0005127117,0.004173402],"category_scores_gemma":[0.02576925,0.0002496337,0.000467074,0.001186165,0.0002241444,0.0007334733,0.001027317,0.0006489751,0.0004234334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317425,"about_ca_system_score_gemma":0.00481172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226157,"about_ca_topic_score_gemma":0.02321599,"domain_scores_codex":[0.9925193,0.004387784,0.0007531463,0.00054319,0.001204263,0.0005924181],"domain_scores_gemma":[0.9781312,0.008929598,0.006988801,0.001248378,0.001819842,0.002882218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006505037,0.001761953,0.7339717,0.0004324681,0.00008735667,0.0002503438,0.000909114,0.0003777569,0.0003722743,0.0003148724,0.0138676,0.247004],"study_design_scores_gemma":[0.0008004516,0.002232594,0.9698014,0.0007675758,0.0001316666,0.0006209051,0.001638843,0.002851764,0.001597886,0.0002721891,0.01924543,0.00003929232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731554,0.00277756,0.001751176,0.007607454,0.0001768213,0.0008254572,0.00523705,0.0002350942,0.008233969],"genre_scores_gemma":[0.9839554,0.001205749,0.009862758,0.001415031,0.0001732074,0.0005181032,0.001781387,0.00001913132,0.0010691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01226157,"threshold_uncertainty_score":0.0374192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06671948554412994,"score_gpt":0.4786427133190791,"score_spread":0.4119232277749492,"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."}}