{"id":"W2012350550","doi":"10.1016/j.ncl.2011.01.006","title":"Natural History of Multiple Sclerosis: Long-Term Prognostic Factors","year":2011,"lang":"en","type":"review","venue":"Neurologic Clinics","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Multiple sclerosis; Natural history; Term (time); Neurodegeneration; Intensive care medicine; Disease; Pathology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005957862,0.0008079708,0.003861057,0.0003955821,0.00006409452,0.000009789318,0.0006943317,0.0007647882,0.0002126302],"category_scores_gemma":[0.01126858,0.0005420016,0.001542869,0.0002786471,0.0007662045,0.00006308943,0.0005973706,0.002282801,0.0001048606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337008,"about_ca_system_score_gemma":0.0008327152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002042583,"about_ca_topic_score_gemma":0.00002111155,"domain_scores_codex":[0.995329,0.0005300276,0.00171571,0.00102814,0.0006556873,0.0007414577],"domain_scores_gemma":[0.9934205,0.003521996,0.001190021,0.001238325,0.0003350727,0.0002940958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001742776,0.0009049894,0.09556714,0.03247692,0.0006020003,0.0001015261,0.0001809409,9.25812e-8,0.00000703253,0.000004669451,0.002620172,0.8673602],"study_design_scores_gemma":[0.001289348,0.001915984,0.2113017,0.008819933,0.002442719,0.00003382805,0.000007304301,0.00001580459,0.000001104315,0.000002593683,0.7736238,0.0005458281],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006390243,0.9879109,0.000001626417,0.00001639807,0.002328861,0.002672097,0.00007920623,0.0001738401,0.0004268811],"genre_scores_gemma":[0.009619524,0.9883493,0.00008931565,0.0001493755,0.0002664712,0.0002171095,0.0002017537,0.0001164256,0.0009907058],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8668144,"threshold_uncertainty_score":0.9997032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3828030101264225,"score_gpt":0.3977209076003975,"score_spread":0.01491789747397504,"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."}}