{"id":"W4362472116","doi":"10.1016/j.msard.2022.104322","title":"Early onset of Action and Sustained Efficacy of MRI Outcomes during Cladribine Tablets Treatment in Highly Active Relapsing Multiple Sclerosis: Results of the 2-Year MAGNIFY-MS Study","year":2023,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Multiple sclerosis; Confidence interval; Magnetic resonance imaging; Cladribine; Clinical endpoint; Nuclear medicine; Lesion; Internal medicine; Poisson regression; Expanded Disability Status Scale; McDonald criteria; Clinical trial; Surgery; Radiology; Population","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005978969,0.0004131116,0.00105973,0.0006329741,0.0002888198,0.00002139616,0.0001639081,0.0002307566,0.000008487065],"category_scores_gemma":[0.001915804,0.0002827349,0.0002482436,0.001441809,0.0005616125,0.0001876668,0.0003235628,0.0004044412,0.000001943165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001788994,"about_ca_system_score_gemma":0.00008397957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006459228,"about_ca_topic_score_gemma":0.002374307,"domain_scores_codex":[0.9965515,0.0003487563,0.001174654,0.0006842683,0.0006665111,0.0005743133],"domain_scores_gemma":[0.997347,0.001136351,0.0005316965,0.0006178993,0.000216787,0.0001502751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004953167,0.002184604,0.8911305,0.0002731908,0.0008238098,0.00000422735,0.01092108,0.0006586972,0.08231987,0.000002448466,0.00003719066,0.006691192],"study_design_scores_gemma":[0.04211721,0.001136307,0.9275674,0.0009972233,0.0002122742,0.000001035021,0.01522242,0.001236839,0.01127887,0.000008150204,0.000009715916,0.0002125375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951956,0.0003296272,9.354771e-7,0.0009912135,0.0001393713,0.002977275,0.0001999853,0.00007246876,0.00009347008],"genre_scores_gemma":[0.9927237,0.00672503,0.00007230102,0.000004508916,0.00001119048,0.0001086456,0.00003628519,0.00005472316,0.0002636061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.071041,"threshold_uncertainty_score":0.9999625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04682843048370224,"score_gpt":0.2871072259003992,"score_spread":0.240278795416697,"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."}}