{"id":"W2161512391","doi":"10.1212/01.wnl.0000194259.90286.fe","title":"Disability progression in multiple sclerosis is slower than previously reported","year":2006,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":342,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Multiple sclerosis; Expanded Disability Status Scale; Age of onset; Hazard ratio; Pediatrics; Proportional hazards model; Population; Young adult; Disease; Internal medicine; Confidence interval; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004368372,0.0002041992,0.0004671945,0.000103329,0.00009594973,0.00001276767,0.000124433,0.0001846295,0.000171633],"category_scores_gemma":[0.0009892303,0.0001619241,0.0001226451,0.0003323046,0.0004745793,0.00006786521,0.0001909273,0.0004789095,0.00004058294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006351507,"about_ca_system_score_gemma":0.00004694272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163883,"about_ca_topic_score_gemma":0.002084823,"domain_scores_codex":[0.9975532,0.0001837457,0.0005380258,0.00067598,0.0004164076,0.0006326511],"domain_scores_gemma":[0.9987049,0.0002876558,0.0001198158,0.000659236,0.0001069191,0.0001214743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001048809,0.0009147621,0.9673868,0.00005910045,0.00001909557,0.0000887732,0.0001066538,0.00000501078,0.0192276,0.000004438919,0.002284692,0.00885426],"study_design_scores_gemma":[0.002379535,0.0008261162,0.988961,0.00005228363,0.00001875684,0.00002927761,0.000005234786,0.0006833125,0.002557073,0.0000366054,0.00434009,0.0001106513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893957,0.0002281227,0.000007584994,0.007981864,0.0001402429,0.001142213,0.000008111198,0.000121312,0.0009748124],"genre_scores_gemma":[0.9983291,0.0001495422,0.0002416779,0.0007074933,0.0001575113,0.0002138419,0.0000240446,0.00002924193,0.0001475405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02157426,"threshold_uncertainty_score":0.6603074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08167635099566885,"score_gpt":0.3326276105436246,"score_spread":0.2509512595479558,"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."}}