{"id":"W3136701550","doi":"10.1111/ene.14824","title":"Risk of requiring a wheelchair in primary progressive multiple sclerosis: Data from the ORATORIO trial and the MSBase registry","year":2021,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"University of Tasmania; F. Hoffmann-La Roche","keywords":"Medicine; Oratorio; Multiple sclerosis; Clinical neurology; Physical medicine and rehabilitation; Physical therapy; Neuroscience; 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":[0.01233434,0.0006344413,0.002379016,0.0003960899,0.000350112,0.001647779,0.001201169,0.0009749876,0.003508778],"category_scores_gemma":[0.01547871,0.0003657675,0.002274574,0.001362443,0.0004302927,0.0009527026,0.001119729,0.001291725,0.0005718351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005662026,"about_ca_system_score_gemma":0.001066786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110411,"about_ca_topic_score_gemma":0.002859385,"domain_scores_codex":[0.9908323,0.005493851,0.0007902895,0.001644803,0.0009146873,0.0003240641],"domain_scores_gemma":[0.9799848,0.005382991,0.009302397,0.003678291,0.00109658,0.0005548971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4582326,0.000712559,0.4315418,0.007698121,0.03249239,0.0004059028,0.0005372697,0.003078478,0.001968713,0.0008520564,0.02628988,0.03619025],"study_design_scores_gemma":[0.1321237,0.01133457,0.7804015,0.0023315,0.04467806,0.001141808,0.0003100512,0.002568159,0.001620403,0.001150851,0.02215442,0.0001849707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330139,0.02358368,0.0008420094,0.0009954021,0.0001340025,0.0005738275,0.03467582,0.00009160843,0.00608976],"genre_scores_gemma":[0.9693651,0.004015426,0.0006284241,0.0008291121,0.0002024789,0.00129856,0.0226039,0.00006502536,0.0009920257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01233434,"threshold_uncertainty_score":0.06523103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145056139663242,"score_gpt":0.3063617308028247,"score_spread":0.1918561168365005,"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."}}