{"id":"W2980722980","doi":"10.1177/1352458519877810","title":"The long-term outcomes of CIS patients in the Barcelona inception cohort: Looking back to recognize aggressive MS","year":2019,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Instituto de Salud Carlos III; Siemens; Agència de Gestió d'Ajuts Universitaris i de Recerca; European Committee for Treatment and Research in Multiple Sclerosis; Oryzon Genomics; Teva Pharmaceutical Industries; Red Española de Esclerosis Múltiple; Biogen; Celgene; European Regional Development Fund; Sanofi; F. Hoffmann-La Roche; Genzyme","keywords":"Medicine; Interquartile range; Hazard ratio; Multiple sclerosis; Expanded Disability Status Scale; Cohort; Confidence interval; Internal medicine; Magnetic resonance imaging; Natural history; McDonald criteria; Lesion; Proportional hazards model; Cohort study; Surgery; Radiology; Psychiatry","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":[0.0007619569,0.0003501184,0.0004419757,0.000848973,0.0004276479,0.0007951554,0.0003790639,0.0005045516,0.001294145],"category_scores_gemma":[0.00212776,0.000239324,0.0004281801,0.0005522807,0.0002075076,0.0004782905,0.0004594027,0.0005906693,0.0002571964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004380491,"about_ca_system_score_gemma":0.0002946861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009513725,"about_ca_topic_score_gemma":0.009098235,"domain_scores_codex":[0.9996916,0.00007123164,0.00002360396,0.00009646045,0.000048755,0.0000684251],"domain_scores_gemma":[0.9985991,0.000191807,0.0005722078,0.0001085619,0.0001906797,0.000337611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003755657,0.00002320617,0.9979297,0.000005083975,0.00003522509,0.0001152541,0.00004367425,0.00008040121,0.0001462556,0.000008838834,0.00009788621,0.001138844],"study_design_scores_gemma":[0.00001590117,0.0001408565,0.9990336,0.000007901139,0.00003417218,0.0002846885,0.000119352,0.0002034645,0.00002515895,0.00001606791,0.0001143747,0.000004572946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991462,0.0002640158,0.00004092681,0.00004220455,0.000005753928,0.000003666377,0.0002510691,0.000002607123,0.000243413],"genre_scores_gemma":[0.9990452,0.0001308788,0.0000352412,0.00001878353,0.00001559064,0.000004646321,0.0006275109,0.000002155576,0.0001199446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009513725,"threshold_uncertainty_score":0.01891673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06686895839198086,"score_gpt":0.3156078835011771,"score_spread":0.2487389251091963,"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."}}