{"id":"W2887090343","doi":"10.1016/j.msard.2018.08.004","title":"Outcomes and treatment management of a French cohort suffering from multiple sclerosis: A retrospective epidemiological study","year":2018,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche; Ministère de la Santé et des Services sociaux","keywords":"Medicine; Multiple sclerosis; Retrospective cohort study; Natural history; Disease; Pediatrics; Epidemiology; Cohort study; Age of onset; Cohort; Internal medicine; 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":[0.001347424,0.0006233396,0.0007409797,0.002439526,0.001510329,0.001675039,0.000674698,0.001295948,0.00171507],"category_scores_gemma":[0.003511293,0.0004834093,0.001223197,0.00278401,0.0005963314,0.001001521,0.0006438632,0.0008347936,0.0002399173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001884711,"about_ca_system_score_gemma":0.001325264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05858501,"about_ca_topic_score_gemma":0.03583768,"domain_scores_codex":[0.9987798,0.000344805,0.0001502463,0.0003306323,0.0001253919,0.0002691012],"domain_scores_gemma":[0.9971431,0.000471599,0.001185526,0.0002719822,0.0004824441,0.0004453283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001096443,0.00005324809,0.9986647,0.000009418433,0.0001361524,0.0001571073,0.0001517021,0.00002483569,0.00006670874,0.00002360849,0.00009652739,0.0005062823],"study_design_scores_gemma":[0.000008551317,0.0001041255,0.9983809,0.00001424952,0.00009044616,0.0004919395,0.0005091253,0.00007460495,0.00001974313,0.00002510562,0.0002711332,0.00001004776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977186,0.00103576,0.00008140073,0.0001157471,0.000009006842,0.000008510681,0.0005905555,0.000004028205,0.0004364347],"genre_scores_gemma":[0.9985566,0.0003575385,0.00007063067,0.00006088564,0.00001999115,0.00001085958,0.0007520697,0.000003096076,0.0001684483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05858501,"threshold_uncertainty_score":0.116488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06813667192759514,"score_gpt":0.3001277340746917,"score_spread":0.2319910621470965,"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."}}