{"id":"W2150843744","doi":"10.1016/j.msard.2015.03.005","title":"Impact of multiple sclerosis relapse: The NARCOMS participant perspective","year":2015,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Multiple Sclerosis Society of Canada; University of Alabama at Birmingham; Cleveland Clinic","keywords":"Medicine; Weakness; Adverse effect; Socioeconomic status; Multiple sclerosis; Physical therapy; Pediatrics; Internal medicine; Psychiatry; Population; Surgery; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001040613,0.0005237715,0.0009284568,0.0002776073,0.0004850754,0.00006806933,0.0003126855,0.0002967562,0.0001074768],"category_scores_gemma":[0.004055515,0.0003163914,0.0006128952,0.0009508752,0.001433198,0.0002371058,0.0003755413,0.0007787053,0.000048642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003250872,"about_ca_system_score_gemma":0.000274542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005828563,"about_ca_topic_score_gemma":0.0005574859,"domain_scores_codex":[0.9961491,0.0003413973,0.0008407489,0.0007642246,0.0009494343,0.0009551072],"domain_scores_gemma":[0.9967791,0.0006861945,0.0003148935,0.0008366967,0.0006872309,0.0006958974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0027055,0.002253009,0.885471,0.0001152847,0.003543474,0.000007467233,0.02726519,0.002022739,0.04298149,0.0002479292,0.007933807,0.02545305],"study_design_scores_gemma":[0.01270964,0.001430852,0.9550571,0.00044904,0.0003590093,0.00001221829,0.01577869,0.01253903,0.0006104377,0.0002329545,0.0003958218,0.0004252399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843867,0.008099242,0.00003985392,0.003580988,0.0002326443,0.001587014,0.00008998924,0.0001503365,0.001833193],"genre_scores_gemma":[0.9915591,0.00749701,0.0002772101,0.00006536196,0.00006215546,0.0001706673,0.00002765057,0.00008243523,0.0002584383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06958599,"threshold_uncertainty_score":0.9999288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198521864870689,"score_gpt":0.3271546963464877,"score_spread":0.2073025098594189,"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."}}