{"id":"W4399706835","doi":"10.1016/j.jval.2024.03.1760","title":"RWD106 Psychological Burden in People Living with Myasthenia Gravis: Prevalence and Associated Risk Factors of Depression and Anxiety from the MGFA Global MG Patient Registry (MGFAPR) in the US (2017-2022)","year":2024,"lang":"en","type":"article","venue":"Value in Health","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care","funders":"","keywords":"Anxiety; Depression (economics); Myasthenia gravis; Medicine; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004151683,0.0002127573,0.0002887746,0.001299645,0.0003660441,0.000721026,0.0003896145,0.0004079569,0.002056805],"category_scores_gemma":[0.002111873,0.0002202169,0.0007446316,0.00254038,0.0001552516,0.0005086688,0.0009025946,0.0007115348,0.0005203288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158348,"about_ca_system_score_gemma":0.0005331801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02561259,"about_ca_topic_score_gemma":0.03225557,"domain_scores_codex":[0.9995982,0.00008376921,0.00008541261,0.00004863843,0.0001054477,0.00007847798],"domain_scores_gemma":[0.9988816,0.00008911067,0.0005893668,0.00005663527,0.0001493959,0.0002337468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006277991,0.00002951994,0.9961843,0.00003490298,0.00008194402,0.00003541808,0.00006729215,0.00002341062,0.00004502933,0.00001939064,0.001609968,0.001806009],"study_design_scores_gemma":[0.000005635507,0.00001312362,0.9993607,0.00001351306,0.00001837615,0.00005133843,0.0001044118,0.00002142902,0.000008655365,0.000007763119,0.0003928173,0.00000226669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602543,0.0008741684,0.00009998308,0.0005160221,0.00007344696,0.0000752283,0.03577274,0.00001904465,0.002314934],"genre_scores_gemma":[0.9735361,0.0008317415,0.0002454853,0.000323032,0.00008991551,0.0001364389,0.02325624,0.00001042006,0.001570535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02561259,"threshold_uncertainty_score":0.05092704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888771459998,"score_gpt":0.2914144274550714,"score_spread":0.2725267128550914,"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."}}