{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003581335,0.001623492,0.003001555,0.0008327466,0.001176218,0.0009071179,0.001053669,0.002300686,0.005154802],"category_scores_gemma":[0.003498234,0.0009150011,0.003084704,0.000582712,0.001025097,0.001213222,0.001157743,0.002378856,0.0007905599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463228,"about_ca_system_score_gemma":0.002436056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003297993,"about_ca_topic_score_gemma":0.005412352,"domain_scores_codex":[0.9966131,0.001635395,0.000345757,0.0004356112,0.0004683273,0.0005018791],"domain_scores_gemma":[0.9973534,0.000642827,0.0006637598,0.000344732,0.0002699318,0.0007253526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5729902,0.3631597,0.01470442,0.001401524,0.00178795,0.000186613,0.0006405454,0.0004963742,0.001880489,0.000155543,0.000785883,0.04181079],"study_design_scores_gemma":[0.4145572,0.5353372,0.04737621,0.0001086966,0.0006376049,0.00004391187,0.0002011758,0.0004297708,0.0005705265,0.00008078609,0.0006241864,0.00003285571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902821,0.0002773624,0.0003284391,0.0001249396,0.0000908349,0.007901758,0.0004564516,0.00003451402,0.0005036902],"genre_scores_gemma":[0.9654068,0.0006249928,0.003962384,0.000567548,0.000313186,0.02679738,0.000683815,0.00001408733,0.001629893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005154802,"threshold_uncertainty_score":0.01894009,"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."}}