{"id":"W4211151792","doi":"10.2196/30941","title":"Using a Patient Portal to Increase Enrollment in a Newborn Screening Research Study: Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Patient portal; Receipt; Ethnic group; Odds; Family medicine; Observational study; Logistic regression; Health care; Odds ratio; Internal medicine","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":[0.007715821,0.0002159857,0.0003462231,0.0009798085,0.000672134,0.001110342,0.0006796668,0.0008072639,0.002139919],"category_scores_gemma":[0.02504348,0.0004960456,0.0007122447,0.001513471,0.0005135762,0.001290965,0.001007825,0.001574924,0.0002886064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006617696,"about_ca_system_score_gemma":0.00140196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005021962,"about_ca_topic_score_gemma":0.005430903,"domain_scores_codex":[0.9923422,0.00442605,0.0009857137,0.0007257298,0.001083497,0.0004368137],"domain_scores_gemma":[0.9752091,0.007766461,0.01236454,0.001603681,0.001015747,0.002040507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001567987,0.0001952318,0.998161,0.00002991776,0.00004487742,0.0000338305,0.0002297639,0.000008382977,0.00005767939,0.00002061207,0.0001522998,0.000909529],"study_design_scores_gemma":[0.00006028385,0.0008338859,0.9969507,0.00007303117,0.00008138277,0.0002281799,0.0009177615,0.0002868419,0.0000934491,0.00003628119,0.0004280405,0.00001007196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982362,0.0002635553,0.000201173,0.0001734913,0.00001152852,0.0001264343,0.0004335947,0.00000531973,0.0005486673],"genre_scores_gemma":[0.9988795,0.0001421669,0.0003131889,0.0001620295,0.00001427922,0.0001352946,0.0002409742,0.000003462544,0.0001090395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007715821,"threshold_uncertainty_score":0.04080564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3865455791397444,"score_gpt":0.5327993305823495,"score_spread":0.1462537514426052,"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."}}