{"id":"W2980581966","doi":"10.2196/15093","title":"Web-Based Technology to Improve Disease Knowledge Among Adolescents With Sickle Cell Disease: Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; American Lebanese Syrian Associated Charities","keywords":"Disease; Medicine; Disease management; Cohort; Young adult; Survivorship curve; Confidence interval; Family medicine; Gerontology; Physical therapy; Population; Internal medicine; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000491263,0.0003789364,0.000420551,0.0005239851,0.0007561895,0.00003777458,0.0002968229,0.0001329998,0.00008331252],"category_scores_gemma":[0.0001132166,0.0003213091,0.00005100099,0.001076753,0.00003992011,0.0001215029,0.0003379554,0.0008991868,0.0004309397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105674,"about_ca_system_score_gemma":0.001179968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007204105,"about_ca_topic_score_gemma":0.0001962868,"domain_scores_codex":[0.9968244,0.0002881401,0.0006313776,0.0008234947,0.000393489,0.001039027],"domain_scores_gemma":[0.9973962,0.0001741448,0.0003630968,0.0006116132,0.000342212,0.001112676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004719826,0.001049694,0.9928457,0.003411461,0.000004227117,0.0000225879,0.0004748996,0.00001010647,0.0000128431,0.00001148996,0.001090065,0.0005949516],"study_design_scores_gemma":[0.003386804,0.0009720626,0.9905721,0.0003727112,0.0001218327,5.853564e-8,0.001430249,0.0005950956,6.917224e-7,0.00001451989,0.002083648,0.000450259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919503,0.0008405582,0.00005341009,0.0003266521,0.0007887562,0.005307599,0.00009547447,0.0002676047,0.0003696517],"genre_scores_gemma":[0.9965252,0.00004010973,0.00004144441,0.0002696167,0.001109107,0.0005584133,0.0000334466,0.00007950228,0.001343221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004749185,"threshold_uncertainty_score":0.9999239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712596362172951,"score_gpt":0.359447866061278,"score_spread":0.3323219024395485,"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."}}