{"id":"W4401643376","doi":"10.1136/bmjno-2024-anzan.38","title":"3003 Prognostic value of on-treatment serum neurofilament light chain for neT2 lesions relapsing MS patients: pooled analysis of ASCLEPIOS I/II","year":2024,"lang":"en","type":"article","venue":"","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Immunoglobulin light chain; Value (mathematics); Medicine; Internal medicine; Oncology; Pathology; Gastroenterology; Immunology; Statistics; Mathematics; Antibody","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":[0.007547191,0.001804953,0.004189161,0.002275491,0.0003952753,0.002096504,0.001028785,0.001045439,0.002427894],"category_scores_gemma":[0.007441386,0.0008125184,0.01006107,0.001974602,0.0004111046,0.00115465,0.001414644,0.0009249966,0.0004197397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003468751,"about_ca_system_score_gemma":0.0003994992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002560807,"about_ca_topic_score_gemma":0.004375628,"domain_scores_codex":[0.994684,0.002846522,0.0006633259,0.001062366,0.0003925158,0.0003513462],"domain_scores_gemma":[0.9941964,0.002709055,0.001255435,0.001013958,0.0004886055,0.0003364278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0468085,0.00008419465,0.6629713,0.001322705,0.2714456,0.0001932215,0.00009796602,0.0008933635,0.001966298,0.00009082609,0.0009173027,0.01320868],"study_design_scores_gemma":[0.002658204,0.002831957,0.8012121,0.0002749398,0.1873682,0.0003328417,0.0002907966,0.002164661,0.0006124156,0.0003245642,0.001838063,0.00009118019],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430535,0.04920232,0.001404056,0.0001573739,0.0002871969,0.00008939128,0.003759426,0.00007600401,0.001970685],"genre_scores_gemma":[0.9959763,0.001519021,0.0002403781,0.0000791484,0.0001440746,0.00003517193,0.001666363,0.00001685017,0.0003227289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007547191,"threshold_uncertainty_score":0.03991383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874833757184694,"score_gpt":0.3308000170496026,"score_spread":0.2920516794777557,"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."}}