{"id":"W4225165339","doi":"10.1016/j.msard.2022.103820","title":"Quality of life in pediatric-onset multiple sclerosis: Different disease course, different impact, different measurement approach needed","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Shriners Hospitals for Children - Canada; Montreal Children's Hospital; Santé Montérégie; McGill University; McGill University Health Centre","funders":"Fondation de l'Hôpital de Montréal pour enfants","keywords":"Medicine; Multiple sclerosis; Quality of life (healthcare); Disease; Pediatrics; Immunology; Internal medicine","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":[0.001362335,0.001032653,0.002091253,0.000727086,0.0007983595,0.00007944775,0.0005044559,0.000243687,0.0002613371],"category_scores_gemma":[0.001969945,0.0007721008,0.0009047514,0.0009626177,0.0004836341,0.0001599942,0.001047341,0.001424356,0.000004347486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007958641,"about_ca_system_score_gemma":0.0002678871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817616,"about_ca_topic_score_gemma":0.0008817134,"domain_scores_codex":[0.9908361,0.001271838,0.002045477,0.001425185,0.003028885,0.00139251],"domain_scores_gemma":[0.9958541,0.0007169894,0.0006978271,0.001098368,0.0002843257,0.001348393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003912254,0.009894368,0.9702988,0.0007830625,0.0008081633,0.00000261968,0.001558209,0.001706666,0.006333417,0.00001162776,0.00111965,0.00357121],"study_design_scores_gemma":[0.02221927,0.0006032765,0.9575075,0.0002542853,0.0003529717,0.000001333232,0.004217002,0.01390129,0.000117545,0.00004190503,0.0000227799,0.0007608302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829946,0.01069846,0.00007838194,0.001416812,0.0003403102,0.003326241,0.0008351302,0.0001691961,0.0001408923],"genre_scores_gemma":[0.9846079,0.01317243,0.00005048152,0.0001214328,0.0000667868,0.001367003,0.0004266828,0.0001309367,0.00005635299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01830702,"threshold_uncertainty_score":0.999473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09692189695966878,"score_gpt":0.2939580341448099,"score_spread":0.1970361371851411,"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."}}