{"id":"W2940847638","doi":"10.2196/13452","title":"A Multidimensional Electronic Hydroxyurea Adherence Intervention for Children With Sickle Cell Disease: Single-Arm Before-After Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Intervention (counseling); Pharmacy; Medication adherence; Medical record; Directly Observed Therapy; Disease; Sickle cell anemia; Internal medicine; Physical therapy; Pediatrics; Family medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002642091,0.0002334171,0.0003647835,0.0001052405,0.0001410943,0.00001443911,0.0000520617,0.00009872934,0.00008661584],"category_scores_gemma":[0.000009403107,0.0001658224,0.00008873537,0.0001599054,0.00005024439,0.00008032381,0.00002955562,0.0003403794,0.00003125961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432071,"about_ca_system_score_gemma":0.0004558316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000184777,"about_ca_topic_score_gemma":0.0001447369,"domain_scores_codex":[0.9981222,0.00006034005,0.0003688301,0.0004939089,0.0002705908,0.0006841459],"domain_scores_gemma":[0.9988854,0.00002829102,0.0001642634,0.0002728047,0.00008025427,0.000569003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01010899,0.01094667,0.9423837,0.003519728,0.0001457107,0.00001546106,0.002349935,0.00001608964,0.00004751996,0.0002394881,0.0004629914,0.0297637],"study_design_scores_gemma":[0.01536533,0.033414,0.9472377,0.0003855314,0.0003712219,0.00002783285,0.0008051256,0.0007701047,0.00001445565,0.0001072795,0.00123385,0.0002675334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918318,0.002617353,0.00007293611,0.0007131576,0.00009422368,0.004484458,0.00002724096,0.00006627541,0.00009251357],"genre_scores_gemma":[0.9974723,0.0001309388,0.0001610407,0.000764462,0.0000744955,0.0002998547,0.0001361795,0.00004022166,0.0009204931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02949616,"threshold_uncertainty_score":0.6762041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156970323997299,"score_gpt":0.2994454516785415,"score_spread":0.2878757484385685,"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."}}