{"id":"W2137537898","doi":"10.1177/1352458512455958","title":"Impact of sleep disorder treatment on fatigue in multiple sclerosis","year":2012,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University Health Centre","funders":"American Academy of Sleep Medicine","keywords":"Epworth Sleepiness Scale; Polysomnography; Medicine; Pittsburgh Sleep Quality Index; Sleep disorder; Physical therapy; Sleep (system call); Internal medicine; Insomnia; Psychiatry; Sleep quality","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001047955,0.0006951918,0.001326121,0.000997733,0.0004071942,0.00007924432,0.0003319892,0.0002487158,0.0005845893],"category_scores_gemma":[0.002086742,0.0004901126,0.001048483,0.0008639228,0.0003173784,0.0005247491,0.0001567794,0.0008573622,0.0001017039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689604,"about_ca_system_score_gemma":0.0001952455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361506,"about_ca_topic_score_gemma":0.000694819,"domain_scores_codex":[0.9948907,0.0003922452,0.001258275,0.0005129332,0.001262031,0.001683855],"domain_scores_gemma":[0.9963448,0.001006993,0.000473574,0.000753153,0.0003890182,0.001032462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001379022,0.004470368,0.8459188,0.00004211325,0.0005841982,0.000007192441,0.001700594,0.001274327,0.07628162,0.000003473901,0.0007852304,0.06755302],"study_design_scores_gemma":[0.01579087,0.002462663,0.9678493,0.0008347727,0.0001023265,0.00003360963,0.0004902832,0.003513441,0.008212489,0.00000356899,0.0003062785,0.0004003626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957007,0.001520178,0.000214869,0.0003830819,0.0003693784,0.00115555,0.000185987,0.00005552046,0.000414775],"genre_scores_gemma":[0.9929654,0.004200964,0.001744799,0.00006735286,0.0006100924,0.0001541592,0.00003178693,0.0001084665,0.0001169986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1219305,"threshold_uncertainty_score":0.999755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2238457321476248,"score_gpt":0.3605492766054678,"score_spread":0.136703544457843,"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."}}