{"id":"W2344148942","doi":"","title":"Correlation of MRI findings and cognitive function in multiple sclerosis patients using montreal cognitive assessment test.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Expanded Disability Status Scale; Magnetic resonance imaging; Internal medicine; Bayesian multivariate linear regression; Third ventricle; Cognition; Multiple sclerosis; Cardiology; Atrophy; Linear regression; Physical therapy; Cognitive impairment; Disease; Radiology; Psychiatry","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":[0.0005736232,0.0006126822,0.0004728988,0.001669527,0.0004031082,0.0005400152,0.0004268686,0.0004636695,0.001326279],"category_scores_gemma":[0.003281008,0.0001482781,0.0003563649,0.000883803,0.0002574582,0.0003686878,0.0003902555,0.000661981,0.000230915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004108231,"about_ca_system_score_gemma":0.0004442675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009129506,"about_ca_topic_score_gemma":0.01145128,"domain_scores_codex":[0.9995911,0.00005802726,0.00005479778,0.00008329289,0.0001558083,0.00005699061],"domain_scores_gemma":[0.9981518,0.0002478349,0.0008230677,0.00006650366,0.0003417074,0.0003689649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001431236,0.00003804095,0.9972459,0.00001728045,0.0001014995,0.0001708314,0.00003411826,0.00005045137,0.0002272934,0.00000785982,0.0001104836,0.001853165],"study_design_scores_gemma":[0.000007266831,0.000142081,0.9986261,0.000005361497,0.00003952315,0.0007243832,0.00003619012,0.0002011774,0.00007837467,0.00002571686,0.0001088486,0.000005014116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967818,0.001295734,0.000117489,0.00008510279,0.00001358647,0.00002992031,0.0005404653,0.00001701439,0.001118809],"genre_scores_gemma":[0.9992746,0.0001553284,0.0001051699,0.00001557885,0.00001294687,0.00000950591,0.0002950577,0.000001489066,0.0001302773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009129506,"threshold_uncertainty_score":0.01815271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07341113615628377,"score_gpt":0.28720546789357,"score_spread":0.2137943317372863,"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."}}