{"id":"W3019192457","doi":"10.1212/wnl.94.15_supplement.1130","title":"Siponimod Reduces Grey Matter Atrophy in Patients with Secondary Progressive Multiple Sclerosis: Subgroup Analyses from the EXPAND Study (1130)","year":2020,"lang":"en","type":"article","venue":"Neurology","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Multiple sclerosis; Atrophy; Grey matter; Medicine; Pathology; White matter; Magnetic resonance imaging; Radiology; 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":[0.00003454638,0.0001373635,0.0002604005,0.00003075616,0.00008540705,0.000009761105,0.0001487514,0.00008716096,0.0002061927],"category_scores_gemma":[0.0000472497,0.00008060908,0.00003542291,0.0001878687,0.0001654133,0.00004306839,0.00006752425,0.0004061695,0.00008327951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004972268,"about_ca_system_score_gemma":0.00002940788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001246103,"about_ca_topic_score_gemma":0.00008231201,"domain_scores_codex":[0.9989409,0.0001805489,0.0001945831,0.0004063839,0.0000942558,0.0001832791],"domain_scores_gemma":[0.9993456,0.000203974,0.00008753573,0.0002465252,0.00004894554,0.00006741547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002624989,0.000454634,0.9894828,0.000003574001,0.0000890068,0.00002545132,0.0007134181,0.000005855597,0.005648944,9.990055e-7,0.0005616184,0.0003887116],"study_design_scores_gemma":[0.00322623,0.003205875,0.9922875,0.00000712917,0.0000976483,0.00000183838,0.0001135389,0.00002160633,0.0007969247,0.000009590295,0.0001596694,0.00007247429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895313,0.0001890643,0.000002578596,0.009218492,0.00004269271,0.0008736223,0.00004885702,0.00002954626,0.00006382226],"genre_scores_gemma":[0.987725,0.000003590895,0.00005434212,0.01182524,0.0001088406,0.0001766201,0.00008723211,0.0000149248,0.000004254394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004852019,"threshold_uncertainty_score":0.3287143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04239904458523225,"score_gpt":0.2694239300337479,"score_spread":0.2270248854485157,"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."}}