{"id":"W2012040225","doi":"10.1212/wnl.0b013e3181c1e44f","title":"Impact of multiple sclerosis relapses on progression diminishes with time","year":2009,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":219,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Expanded Disability Status Scale; Proportional hazards model; Multiple sclerosis; Confidence interval; Pediatrics; Age of onset; Internal medicine; Disease; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001101541,0.000173784,0.0004175531,0.0001495957,0.00006747229,0.000006132786,0.0001016434,0.00009943679,0.0001065531],"category_scores_gemma":[0.0005325818,0.0001036737,0.000113705,0.0001930893,0.0002206384,0.0000447949,0.00004087607,0.0002886326,0.00004972264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002035395,"about_ca_system_score_gemma":0.00005841301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003402416,"about_ca_topic_score_gemma":0.000005952571,"domain_scores_codex":[0.9986642,0.0001003464,0.000201875,0.0003229619,0.0003496567,0.0003609338],"domain_scores_gemma":[0.9989551,0.0003306091,0.0000956443,0.0003613054,0.0001237991,0.0001335867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01826341,0.001515169,0.6743655,0.00003385503,0.0001566232,0.00008297125,0.0002273231,0.00009899852,0.2383408,0.00001195076,0.004220645,0.06268274],"study_design_scores_gemma":[0.002337456,0.03613878,0.9546729,0.00008601311,0.00002440965,0.00002356061,0.000001955015,0.0003677533,0.006069795,0.000006635358,0.0001954342,0.00007528035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946605,0.00006631616,0.000003289731,0.002441254,0.00002336896,0.0004660058,0.000009517428,0.00007207327,0.002257701],"genre_scores_gemma":[0.9989176,0.0001333344,0.0003208605,0.0004509108,0.00006565618,0.00002052661,0.000008804327,0.00001839366,0.00006389407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2803074,"threshold_uncertainty_score":0.4227692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05411522510462307,"score_gpt":0.334853622727399,"score_spread":0.2807383976227759,"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."}}