{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008108493,0.0002769806,0.0004331975,0.0006935024,0.002609529,0.003248737,0.0007627375,0.00156401,0.01225154],"category_scores_gemma":[0.01483777,0.0001356759,0.0004320671,0.0007089312,0.0008935892,0.003033174,0.003063238,0.002039239,0.0008134026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248172,"about_ca_system_score_gemma":0.002847765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009402396,"about_ca_topic_score_gemma":0.01951419,"domain_scores_codex":[0.9948233,0.003322193,0.0001929157,0.0002349496,0.0006603781,0.000766226],"domain_scores_gemma":[0.9911951,0.001958816,0.001808784,0.0002622594,0.001974768,0.002800234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007041286,0.000645455,0.606572,0.0014132,0.0002928993,0.00411033,0.08978361,0.0001665049,0.001089141,0.007077083,0.1718848,0.1162608],"study_design_scores_gemma":[0.00009048912,0.00149363,0.3365233,0.003090635,0.0002119373,0.005423427,0.3430436,0.0002585138,0.0004650508,0.003289285,0.3059876,0.0001225654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.620643,0.007070167,0.0002871089,0.2893932,0.002434945,0.0001683925,0.003233954,0.00004171905,0.07672756],"genre_scores_gemma":[0.9533463,0.006535016,0.0004760974,0.0271441,0.002084518,0.0001487417,0.0008990177,0.00003885625,0.009327382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01225154,"threshold_uncertainty_score":0.04288232,"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."}}