{"id":"W3155780952","doi":"10.1016/j.msard.2021.102966","title":"Longitudinal analysis of disability outcomes among young people with MS","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Multiple sclerosis; Cognition; Physical medicine and rehabilitation; Longitudinal study; Physical therapy; Expanded Disability Status Scale; Gait; Young adult; Pediatrics; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002365664,0.0002275119,0.0003250823,0.001388924,0.0009083682,0.0008052779,0.0003540127,0.0006712321,0.0008596674],"category_scores_gemma":[0.005741875,0.0002867455,0.0008058191,0.001466927,0.0002562877,0.0008451681,0.0008533762,0.0008971294,0.0002119698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006459631,"about_ca_system_score_gemma":0.001209606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03704976,"about_ca_topic_score_gemma":0.03301589,"domain_scores_codex":[0.9990196,0.000327743,0.000106207,0.0001166273,0.0001344442,0.0002952765],"domain_scores_gemma":[0.9965347,0.0005543356,0.001322034,0.0002357521,0.0006144471,0.0007386754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001553534,0.00005573191,0.9984396,0.000007048833,0.00006052527,0.00003075197,0.0002029938,0.00001605454,0.00006273163,0.00001544689,0.00005325218,0.000900567],"study_design_scores_gemma":[0.000005860287,0.000154021,0.9991248,0.000007526164,0.00003889302,0.00004242167,0.0004208757,0.00005595716,0.00002515835,0.00001748735,0.0001041238,0.000002896386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998989,0.0003071078,0.0000429745,0.00005822107,0.000006940476,0.000005403032,0.0004066001,0.000001933578,0.0001818686],"genre_scores_gemma":[0.999222,0.0001384923,0.00002764828,0.00002333963,0.000006200047,0.00001052407,0.0003754302,7.264905e-7,0.0001955859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03704976,"threshold_uncertainty_score":0.07366824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929942341974067,"score_gpt":0.2733680906228892,"score_spread":0.2440686672031486,"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."}}