{"id":"W7132597849","doi":"","title":"The relationship between cerebellar volume, clinical disability and cognitive changes in multiple sclerosis patients","year":2021,"lang":"en","type":"article","venue":"Kocaeli Üniversitesi - AVESİS","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Magnetic resonance imaging; Expanded Disability Status Scale; Atrophy; Cerebellum; Central nervous system disease; Cognition; Correlation","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008284815,0.000206832,0.0004587451,0.00007555635,0.0006070938,0.00005263913,0.0001277889,0.000172564,0.00006728789],"category_scores_gemma":[0.01072711,0.0001675285,0.0001255579,0.0004830794,0.0009657043,0.0001477386,0.000438912,0.0005389957,0.00006404218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861932,"about_ca_system_score_gemma":0.00009318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000132507,"about_ca_topic_score_gemma":0.001211712,"domain_scores_codex":[0.9975538,0.0005034488,0.0004044273,0.000574517,0.0004928089,0.0004710141],"domain_scores_gemma":[0.9914876,0.007320144,0.0001136692,0.0003853602,0.0004175988,0.0002756758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002021092,0.0002633312,0.9766788,0.00006574217,0.0001019085,0.00000907925,0.0004662929,1.433573e-7,0.00003714402,0.000008239902,0.0009856065,0.02118154],"study_design_scores_gemma":[0.004413681,0.0002141543,0.9916499,0.0002414251,0.0001255166,8.046829e-7,0.001671912,0.00009453215,0.0001672151,0.00003379709,0.001222587,0.0001644225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99438,0.0006140183,0.0000200396,0.003376186,0.00008289773,0.0009331267,0.000117627,0.00003674582,0.00043936],"genre_scores_gemma":[0.9977009,0.0009701973,0.0002336919,0.0001347942,0.0001473139,0.0000236651,0.0001248343,0.00001990889,0.0006446973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02101712,"threshold_uncertainty_score":0.997606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894867448455866,"score_gpt":0.3499394157655599,"score_spread":0.1604526709199734,"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."}}