{"id":"W2139344244","doi":"10.1212/01.wnl.0000156155.19270.f8","title":"Multiple Sclerosis Severity Score","year":2005,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":955,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de la Santé et des Services sociaux","keywords":"Expanded Disability Status Scale; Medicine; Multiple sclerosis; Disease; Physical therapy; Severity of illness; Cross-sectional study; Physical disability; Physical medicine and rehabilitation; Internal medicine; Pathology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154228,0.000780947,0.0007932388,0.002850396,0.0004763465,0.0006365202,0.0005365348,0.0002963329,0.01045054],"category_scores_gemma":[0.002497126,0.0001179943,0.0006792345,0.001445095,0.0001974678,0.0006638049,0.0008689114,0.0008148696,0.004325434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007655366,"about_ca_system_score_gemma":0.0006858671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002263368,"about_ca_topic_score_gemma":0.003356848,"domain_scores_codex":[0.9989248,0.000200873,0.0002177412,0.0001405565,0.0004495883,0.00006638363],"domain_scores_gemma":[0.9975927,0.0001949655,0.000862336,0.0000989346,0.0008983189,0.0003526951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001469478,0.0002565166,0.8199624,0.0007255839,0.001259058,0.000210587,0.0002290444,0.001548159,0.001793784,0.0008337931,0.0579821,0.1137295],"study_design_scores_gemma":[0.0003532939,0.001085407,0.9440802,0.0003185263,0.0005369309,0.002656801,0.0001641458,0.001325719,0.001185441,0.001610615,0.04662818,0.00005463728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7377889,0.0121768,0.0107989,0.004695166,0.0005527156,0.002614858,0.1044812,0.001177227,0.1257143],"genre_scores_gemma":[0.9089689,0.003168114,0.01560666,0.000758422,0.0002542346,0.001734758,0.05466625,0.00006955003,0.01477329],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01045054,"threshold_uncertainty_score":0.03496057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000392581115146,"score_gpt":0.3088179758071572,"score_spread":0.2087787176956426,"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."}}