{"id":"W4367367966","doi":"10.1186/s13023-023-02697-3","title":"Sleep quality, anxiety, symptoms of depression, and caregiver burden among those caring for patients with Dravet syndrome: a prospective multicenter study in Germany","year":2023,"lang":"en","type":"article","venue":"Orphanet Journal of Rare Diseases","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Desitin Arzneimittel; Neuraxpharm; UCB Pharma; Natural Sciences and Engineering Research Council of Canada; Alberta Children's Hospital Foundation; Children's Hospital Foundation; Zogenix; Deutsche Forschungsgemeinschaft; Arvelle Therapeutics; Marinus Pharmaceuticals; Viropharma; GW Pharmaceuticals; Eisai; Jazz Pharmaceuticals; Angelini Pharma; European Commission; Bundesministerium für Bildung und Forschung; Biogen","keywords":"Dravet syndrome; Depression (economics); Anxiety; Medicine; Sleep (system call); Psychiatry; Prospective cohort study; Pediatrics; Gerontology; Epilepsy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009433757,0.0004509255,0.0005914075,0.001179478,0.0005920102,0.0006639105,0.0002776358,0.0004172082,0.0008090055],"category_scores_gemma":[0.001566668,0.0003079424,0.0005571263,0.001130481,0.0003353268,0.0005276232,0.000630023,0.000331927,0.0001528453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004701165,"about_ca_system_score_gemma":0.0003112766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005317194,"about_ca_topic_score_gemma":0.005190053,"domain_scores_codex":[0.9994738,0.0001769547,0.00007418665,0.000106018,0.00007796813,0.00009112452],"domain_scores_gemma":[0.9992276,0.0001208636,0.0003093687,0.00005761857,0.0000893446,0.0001952445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000100353,0.00006068266,0.9984597,0.00001150652,0.00005864331,0.0001030436,0.0001865249,0.00001782157,0.0001229878,0.000005802975,0.00005316486,0.0008197677],"study_design_scores_gemma":[0.00001280096,0.0001392317,0.999135,0.000007883222,0.00003119236,0.0002141379,0.0002861572,0.00006227069,0.00002352674,0.000004114093,0.0000804492,0.000003328385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996147,0.0001371156,0.00003221711,0.00001317781,0.000002344098,0.00001050889,0.0001238592,8.583554e-7,0.0000650482],"genre_scores_gemma":[0.9994998,0.0001150602,0.00006968262,0.00002769239,0.000006819971,0.00001764477,0.0002253916,8.061876e-7,0.00003703697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005317194,"threshold_uncertainty_score":0.01057249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253068144141943,"score_gpt":0.3073512390344161,"score_spread":0.2948205575929966,"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."}}