{"id":"W4406687131","doi":"10.1177/13524585241303489","title":"DISCOntinuation of disease-modifying therapies in MS: The DISCOMS extension trial","year":2025,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Pittsburgh; University of Rochester; Cleveland Clinic Foundation; York University; Cleveland Clinic; Vanderbilt University","keywords":"Medicine; Discontinuation; Clinical endpoint; Multiple sclerosis; Magnetic resonance imaging; Randomized controlled trial; Clinical trial; Disease; Internal medicine; Radiology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001603846,0.0002246721,0.0005387336,0.0004158888,0.0004059429,0.0001074595,0.0002839044,0.00006937236,0.00005975101],"category_scores_gemma":[0.002919928,0.0001323546,0.0003230519,0.0005837744,0.000337512,0.000242237,0.000178064,0.0006297667,0.00000427173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789402,"about_ca_system_score_gemma":0.000208011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001298387,"about_ca_topic_score_gemma":0.0001729177,"domain_scores_codex":[0.9972597,0.0003869623,0.0008395393,0.0003008351,0.0007758741,0.0004370603],"domain_scores_gemma":[0.998021,0.0007977036,0.0002703563,0.0004668118,0.0002928613,0.0001512458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07414671,0.00256505,0.5721446,0.0002355632,0.0006445446,0.00001914078,0.004500581,0.0005257616,0.1553453,0.0002356665,0.003395628,0.1862415],"study_design_scores_gemma":[0.04221392,0.0002557367,0.9483613,0.001680933,0.00008368,0.000002124087,0.001456142,0.00365433,0.001499107,0.000167631,0.0005046946,0.0001203782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865004,0.002531812,0.0008534017,0.008060771,0.0004920506,0.001268271,0.00001296123,0.0000239028,0.0002563757],"genre_scores_gemma":[0.9957147,0.003025525,0.0004643792,0.0001820282,0.0002957916,0.00009810377,0.000007312152,0.00002046705,0.0001916634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3762167,"threshold_uncertainty_score":0.5397263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214667204600466,"score_gpt":0.3493902654726773,"score_spread":0.2279235450126307,"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."}}