{"id":"W2009578847","doi":"10.1212/01.wnl.0000042781.22278.0a","title":"Fatigue and depression are associated with poor quality of life in ALS","year":2003,"lang":"en","type":"letter","venue":"Neurology","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Depression (economics); Quality of life (healthcare); Somnolence; Rating scale; Psychology; Center for Epidemiologic Studies Depression Scale; Medicine; Physical therapy; Psychiatry; Gerontology; Depressive symptoms; Internal medicine; Developmental psychology; Anxiety; Adverse effect","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000323296,0.0002069042,0.0009346837,0.0001799241,0.00002104951,0.000005539408,0.0001081651,0.00105963,0.0001363087],"category_scores_gemma":[0.001413501,0.0001468511,0.00004691577,0.0001784774,0.0002126061,0.00002558102,0.00007171,0.002124316,0.000003334386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002822588,"about_ca_system_score_gemma":0.0001099504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006581251,"about_ca_topic_score_gemma":0.0002638579,"domain_scores_codex":[0.9972493,0.001006764,0.0004381774,0.0004617023,0.0004462246,0.0003978053],"domain_scores_gemma":[0.9986382,0.0004773056,0.0003405865,0.0003125767,0.000138781,0.00009253529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009551996,0.00009139989,0.8134271,0.0002525409,0.00008326321,0.0007295207,0.00003461048,0.00000393353,0.001127842,0.000001181993,0.183161,0.0001324225],"study_design_scores_gemma":[0.002403204,0.0007599251,0.9903842,0.0001443295,0.00002846392,0.00002048025,0.000001630058,0.00001894023,0.00003801983,0.00002540958,0.006053329,0.0001220202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7249203,0.0001456731,0.000002801145,0.2742981,0.0000518596,0.0003289946,0.00001895308,0.00001421018,0.0002190541],"genre_scores_gemma":[0.5794837,0.0000654477,0.00001512889,0.4199976,0.000147242,0.00002446596,0.00006591513,0.00003469885,0.0001658042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1771077,"threshold_uncertainty_score":0.9229215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08294620095338595,"score_gpt":0.336516317269677,"score_spread":0.253570116316291,"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."}}