{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001997347,0.0006726421,0.001169012,0.000476811,0.0006876339,0.0001873266,0.0005945875,0.0003394924,0.0006855222],"category_scores_gemma":[0.01154193,0.0004102279,0.0006060089,0.0008495677,0.001142348,0.0007972192,0.0005263895,0.001139438,0.0002284085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393446,"about_ca_system_score_gemma":0.0002417661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001629771,"about_ca_topic_score_gemma":0.0005686295,"domain_scores_codex":[0.9932555,0.0006173395,0.001479009,0.001050784,0.001876403,0.001720963],"domain_scores_gemma":[0.9947659,0.001713577,0.0007636421,0.0009947529,0.0006687733,0.001093363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001005977,0.001047951,0.5665944,0.00005551005,0.00009470787,0.00005056284,0.0002720792,0.000006501798,0.1866507,0.000002916486,0.001376736,0.2428419],"study_design_scores_gemma":[0.01641787,0.0005409683,0.9505284,0.005881936,0.00005206567,0.0001202868,0.000308691,0.000594158,0.02366112,0.00004245732,0.001344928,0.0005071234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890199,0.001197686,0.000519458,0.0066244,0.0005691857,0.001498052,0.00009489749,0.0001788995,0.0002975392],"genre_scores_gemma":[0.9886615,0.005441131,0.004285093,0.000197941,0.0007976635,0.0002811722,0.00001100577,0.0001107039,0.0002138006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.383934,"threshold_uncertainty_score":0.999835,"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."}}