{"id":"W2463500418","doi":"10.1177/1352458516653273","title":"Disability progression in aggressive multiple sclerosis","year":2016,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; Ottawa Hospital; University of British Columbia","funders":"","keywords":"Medicine; Expanded Disability Status Scale; Multiple sclerosis; Odds ratio; Confidence interval; Internal medicine; Logistic regression; Disease; Pediatrics; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008414408,0.0003788868,0.0002824145,0.001316063,0.0005761058,0.0006901152,0.0004091212,0.0003006522,0.001353734],"category_scores_gemma":[0.00233725,0.0001346832,0.0002239734,0.001423141,0.0004954328,0.0004036529,0.0006925381,0.0006273288,0.0002187544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597852,"about_ca_system_score_gemma":0.002300146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2188705,"about_ca_topic_score_gemma":0.2689366,"domain_scores_codex":[0.9995906,0.00007899451,0.00002797223,0.00006102105,0.0001503376,0.00009098666],"domain_scores_gemma":[0.9980411,0.0001468874,0.001036207,0.00003689453,0.000404306,0.0003346688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001912381,0.00006425803,0.9869636,0.00007506524,0.00004701492,0.0001951709,0.0003718886,0.0002152932,0.0001799474,0.0000625635,0.0004262372,0.01120775],"study_design_scores_gemma":[0.000005591396,0.00006469715,0.9989904,0.00002753865,0.00001249476,0.0002775581,0.000117396,0.0001133735,0.00002181382,0.00004010952,0.0003259129,0.000003151517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958454,0.001511221,0.00008122256,0.0001093534,0.000005338757,0.00002291149,0.0005193024,0.000009882532,0.001895407],"genre_scores_gemma":[0.9987703,0.0003941794,0.0001111445,0.000027815,0.00000811496,0.000008355703,0.0003376592,0.000001427392,0.0003410839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2188705,"threshold_uncertainty_score":0.435193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323494914206302,"score_gpt":0.3360754455333122,"score_spread":0.203725954112682,"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."}}