{"id":"W4281725428","doi":"10.1177/13524585221097561","title":"Ocrelizumab reduces thalamic volume loss in patients with RMS and PPMS","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; NeuroRx Research (Canada)","funders":"F. Hoffmann-La Roche","keywords":"Ocrelizumab; Medicine; Placebo; Multiple sclerosis; Thalamus; Anesthesia; White matter; Internal medicine; Magnetic resonance imaging; Pathology; Radiology","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":[0.000762985,0.000304238,0.0005658958,0.0004801258,0.0008706028,0.0001124833,0.0002642778,0.00005943532,0.0005480095],"category_scores_gemma":[0.000433285,0.0002369274,0.0001132824,0.0005455959,0.0002895793,0.0002760503,0.0004368049,0.001281808,0.00001422304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005401856,"about_ca_system_score_gemma":0.0001582985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001036723,"about_ca_topic_score_gemma":0.00004154816,"domain_scores_codex":[0.9965165,0.000264982,0.000548325,0.0004800714,0.001426178,0.000764002],"domain_scores_gemma":[0.9986983,0.0001513001,0.0002266402,0.0003063093,0.0002560453,0.0003614158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00157055,0.0006894988,0.9763419,0.00003027926,0.0001369251,0.00005004044,0.0009579601,0.0002138195,0.002482329,0.000001603231,0.001671749,0.01585331],"study_design_scores_gemma":[0.01411978,0.00132182,0.9804797,0.0002271427,0.00003367023,0.0001023421,0.000880783,0.001009031,0.0002677939,0.000008811117,0.001286497,0.0002626382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967488,0.0006159518,0.0000170688,0.001405993,0.0002058571,0.0006945267,0.00005792494,0.0000420445,0.0002118195],"genre_scores_gemma":[0.9977116,0.0006641136,0.0008761078,0.0001678689,0.0001497307,0.0001022115,0.0000262667,0.00005938813,0.0002426969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01559068,"threshold_uncertainty_score":0.966162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556073945101308,"score_gpt":0.2502481043547009,"score_spread":0.2146873649036878,"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."}}