{"id":"W2134337525","doi":"10.1136/jnnp.2002.007724","title":"The effect of immunomodulatory treatment on multiple sclerosis fatigue","year":2004,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Teva Pharmaceutical Industries; Biogen","keywords":"Multiple sclerosis; Medicine; Physical medicine and rehabilitation; Psychology; Neuroscience; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007995807,0.0003405694,0.0009380044,0.0003545243,0.0002926305,0.00002084656,0.0002677114,0.0001351223,0.00000960977],"category_scores_gemma":[0.001551796,0.0001910165,0.0008019591,0.0002939097,0.0004344609,0.00008464298,0.00005965197,0.0007751994,0.000009770207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007773232,"about_ca_system_score_gemma":0.0002837467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001840469,"about_ca_topic_score_gemma":0.00001326121,"domain_scores_codex":[0.9969416,0.0005444037,0.001046121,0.0003040071,0.0006604891,0.0005033506],"domain_scores_gemma":[0.9952665,0.002930062,0.0007793244,0.0006187877,0.0001858053,0.000219542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01501831,0.001073135,0.8911207,0.00009003668,0.000672015,0.0001799696,0.00008454321,0.001502655,0.07634577,0.00003129102,0.002731946,0.01114965],"study_design_scores_gemma":[0.007756009,0.0250978,0.9463654,0.0001881137,0.0001613599,0.0004191188,0.00001369908,0.00002699735,0.01746809,0.00003557142,0.002348685,0.0001191203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812008,0.001622165,0.000007955265,0.01320606,0.00336466,0.0004595153,0.000008486109,0.00002187024,0.0001085672],"genre_scores_gemma":[0.9956431,0.00281287,0.00005547043,0.0009169537,0.0004803932,0.00002109323,0.00000109871,0.00004760684,0.00002143494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05887768,"threshold_uncertainty_score":0.7789427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04806396139539606,"score_gpt":0.3030210431421082,"score_spread":0.2549570817467122,"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."}}