{"id":"W4387014712","doi":"10.1016/j.jaad.2023.07.164","title":"41817 Dupilumab Treatment Improves Sleep Quality in Children Aged 6 Months to 5 Years with Moderate-to-Severe Atopic Dermatitis and Their Caregivers","year":2023,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of South Florida; McGill University; Johns Hopkins University; McGill University Health Centre; Regeneron Pharmaceuticals; Sanofi","keywords":"Dupilumab; Medicine; Atopic dermatitis; Sleep quality; Dermatology; Quality of life (healthcare); Pediatrics; Psychiatry; Cognition; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001486612,0.0002073648,0.0003402559,0.000154813,0.0003896145,0.0002389104,0.0001326105,0.0001455752,0.00154814],"category_scores_gemma":[0.0008583463,0.00009977949,0.0003315567,0.0001725485,0.0000824344,0.0001885932,0.0001728095,0.0003395408,0.0001251152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520471,"about_ca_system_score_gemma":0.0002893812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009813384,"about_ca_topic_score_gemma":0.02752673,"domain_scores_codex":[0.9998902,0.00002945517,0.000009595781,0.00001487106,0.00002028803,0.00003558472],"domain_scores_gemma":[0.9997683,0.0000435081,0.0000775002,0.000005672288,0.00003037256,0.00007467443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002418758,0.0005809516,0.9394795,0.0002296093,0.0002465109,0.002223447,0.0006182068,0.00009470283,0.001541994,0.00004711347,0.002445103,0.05007412],"study_design_scores_gemma":[0.00007727071,0.0009421664,0.9944095,0.00007951648,0.0001410023,0.001790514,0.001098383,0.0001753849,0.0002035432,0.0000286796,0.001047859,0.000006251987],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972161,0.001574775,0.00002188312,0.0001161138,0.00002279688,0.000007327399,0.0001551076,0.000004039479,0.0008818332],"genre_scores_gemma":[0.9989032,0.0005994487,0.00005485409,0.00005636685,0.000008682688,0.000005560593,0.0001188452,8.096115e-7,0.0002522603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009813384,"threshold_uncertainty_score":0.01951253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153480332582867,"score_gpt":0.2852206160316022,"score_spread":0.2736858127057735,"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."}}