{"id":"W4390276592","doi":"10.1016/j.sleep.2023.12.020","title":"Burden of narcolepsy in Japan: A health claims database study evaluating direct medical costs and comorbidities","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eisai Canada","keywords":"Narcolepsy; Medicine; Ulcerative colitis; Epilepsy; Indirect costs; Psychiatry; Schizophrenia (object-oriented programming); Diagnosis code; Pediatrics; Internal medicine; Neurology; Disease; Population; Environmental health","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":[0.0007357667,0.0004553075,0.0005772804,0.002468181,0.0004756169,0.001009273,0.0004899201,0.00048457,0.0008264631],"category_scores_gemma":[0.002128337,0.0004163099,0.0008453469,0.003026689,0.0002285352,0.0006746334,0.0009712665,0.0003728442,0.000144016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390785,"about_ca_system_score_gemma":0.0007517042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02718671,"about_ca_topic_score_gemma":0.02712003,"domain_scores_codex":[0.9991203,0.0001650197,0.0002212558,0.0001668638,0.0002217681,0.0001047728],"domain_scores_gemma":[0.997704,0.0001608624,0.001496993,0.0001091037,0.0002707732,0.0002582157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006340176,0.00002233165,0.9987748,0.00002748926,0.0001500996,0.0001077905,0.0000464702,0.00005166894,0.00007901244,0.00001101625,0.0001225932,0.0005432955],"study_design_scores_gemma":[0.00000751078,0.0000184232,0.9992262,0.00001077215,0.00006245868,0.0001636504,0.0001190602,0.0002571755,0.00001603469,0.000006133196,0.0001088872,0.000003665192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968227,0.0005517186,0.00005611289,0.00007226424,0.000005845524,0.00001537757,0.00218271,0.000002737433,0.000290673],"genre_scores_gemma":[0.9961556,0.0003218218,0.00009753176,0.00004104187,0.00002169478,0.00001702463,0.003243983,0.000002138509,0.00009911783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02718671,"threshold_uncertainty_score":0.05405694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1354074583850881,"score_gpt":0.4408354205226333,"score_spread":0.3054279621375452,"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."}}