{"id":"W3187114413","doi":"10.1212/wnl.94.15_supplement.1182","title":"Lower Long-Term Disability with Early Start of High-Efficacy Therapies in Multiple Sclerosis (1182)","year":2020,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Lévis; Hôpital Notre-Dame","funders":"","keywords":"Multiple sclerosis; Term (time); Medicine; Physical medicine and rehabilitation; Pediatrics; Physical therapy; Psychiatry; Physics","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":[0.002512929,0.0004002698,0.0008179107,0.0003546944,0.0003028833,0.0009156744,0.0003494729,0.001117989,0.004487194],"category_scores_gemma":[0.004637695,0.0001388209,0.001873741,0.000513197,0.0002040342,0.0007352963,0.0004785346,0.001164465,0.0005202368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003346635,"about_ca_system_score_gemma":0.0004290988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001739923,"about_ca_topic_score_gemma":0.00314707,"domain_scores_codex":[0.9987709,0.0007249395,0.0001074449,0.0001262403,0.0001122578,0.0001582919],"domain_scores_gemma":[0.9978843,0.0008177465,0.000531676,0.0001404536,0.0001997144,0.0004261411],"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":[0.5489934,0.008711693,0.3289894,0.002204393,0.01627313,0.0002185068,0.0003496958,0.000652901,0.004304116,0.0004685775,0.003035764,0.08579835],"study_design_scores_gemma":[0.02843033,0.06268586,0.8970374,0.0002615079,0.006156469,0.0001761771,0.000204902,0.0003264113,0.001092978,0.0003407925,0.003239853,0.00004730865],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904096,0.006093496,0.0001603635,0.0002431608,0.000154218,0.00011089,0.0007884787,0.000005990874,0.002033785],"genre_scores_gemma":[0.9960318,0.000698331,0.000294613,0.0002731078,0.0001180065,0.0001059469,0.001025924,0.000003120212,0.001449061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004487194,"threshold_uncertainty_score":0.01501113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08882127084758279,"score_gpt":0.2937463158975931,"score_spread":0.2049250450500103,"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."}}