{"id":"W4415023335","doi":"10.1136/jnnp-2025-336660","title":"Extended window of relapse recovery in RRMS: an analysis of the DECIDE dataset","year":2025,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Process (computing); Window (computing); Component (thermodynamics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005463512,0.0006963786,0.002154434,0.001708029,0.0004876498,0.001753612,0.001565535,0.001580928,0.002893539],"category_scores_gemma":[0.02208745,0.0003277392,0.002416749,0.002106841,0.0004339399,0.0008625536,0.001199702,0.001074989,0.001071991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006753133,"about_ca_system_score_gemma":0.0008975921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006583669,"about_ca_topic_score_gemma":0.01014562,"domain_scores_codex":[0.996507,0.001319381,0.0004324731,0.001066619,0.0004193734,0.0002550824],"domain_scores_gemma":[0.9896543,0.005879561,0.001649095,0.001747775,0.0005974842,0.0004718429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02529208,0.001052432,0.7646751,0.003399757,0.01004154,0.001764136,0.0003782863,0.01542951,0.002337614,0.001252958,0.1321647,0.04221188],"study_design_scores_gemma":[0.004243093,0.001719455,0.8826215,0.0004831192,0.003773143,0.003489414,0.0005435316,0.0456141,0.001320367,0.002314701,0.05364141,0.0002361089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6582223,0.005299547,0.001397364,0.001219013,0.0001480554,0.0002314926,0.3314544,0.0005397486,0.00148806],"genre_scores_gemma":[0.4813646,0.0008488277,0.002901864,0.0004034496,0.0001530448,0.0003670662,0.5130841,0.0001417132,0.0007353585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006583669,"threshold_uncertainty_score":0.02889413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336363529953052,"score_gpt":0.331687107793488,"score_spread":0.3083234724939575,"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."}}