{"id":"W6999442628","doi":"","title":"Cognitive impairment in multiple sclerosis","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Expanded Disability Status Scale; Cognitive impairment; Central nervous system disease; Frontal lobe; Dementia; Cognitive deficit","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003973193,0.0005366819,0.0005136626,0.001140823,0.000530531,0.0004284048,0.0002397975,0.0003555511,0.002089418],"category_scores_gemma":[0.001426981,0.00008399476,0.0002423673,0.0007571558,0.0002048592,0.0002890145,0.0003665709,0.0005180032,0.0003919616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003715214,"about_ca_system_score_gemma":0.0004222606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004226736,"about_ca_topic_score_gemma":0.003745752,"domain_scores_codex":[0.9997481,0.00004201361,0.0000349285,0.00003404268,0.00008818117,0.00005273237],"domain_scores_gemma":[0.9995895,0.00006032836,0.0001445989,0.000009372285,0.00008682702,0.0001093549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004717231,0.0002563066,0.9637585,0.0001579255,0.0000870088,0.001284065,0.0001903276,0.0001051127,0.0004806748,0.00006152936,0.001462307,0.03168447],"study_design_scores_gemma":[0.00001609285,0.000196818,0.9950948,0.00004061294,0.00003770582,0.003368839,0.00008683144,0.0001190523,0.00007009468,0.000084631,0.0008795282,0.000005078446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859341,0.006096605,0.0001670771,0.0008184806,0.00009695724,0.00004900876,0.0006504056,0.00003978438,0.006147698],"genre_scores_gemma":[0.997753,0.000793369,0.0001403813,0.0002635415,0.0001241782,0.00001710431,0.0003472204,0.000002172007,0.000559061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004226736,"threshold_uncertainty_score":0.008404255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4725824448081393,"score_gpt":0.567053980069442,"score_spread":0.0944715352613027,"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."}}