{"id":"W3035067402","doi":"10.1177/1352458520930620","title":"The introduction of new medications in pediatric multiple sclerosis: Open issues and challenges","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Fingolimod; Multiple sclerosis; Medicine; Observational study; Randomized controlled trial; Clinical trial; Clinical endpoint; Intensive care medicine; Endpoint Determination; 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":[],"consensus_categories":[],"category_scores_codex":[0.001636404,0.0002985964,0.0006991487,0.0002519445,0.000585719,0.0002207607,0.0007050521,0.0001327575,0.00008391537],"category_scores_gemma":[0.006467709,0.0002121133,0.0001447282,0.0006976792,0.0003165774,0.0004745152,0.0006347277,0.0008526804,0.00002110742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145355,"about_ca_system_score_gemma":0.00028251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003696875,"about_ca_topic_score_gemma":0.0006140822,"domain_scores_codex":[0.9966278,0.0003150505,0.001000584,0.0005447404,0.000917899,0.0005939048],"domain_scores_gemma":[0.997288,0.00070908,0.0004231793,0.0004520067,0.0004073258,0.0007203731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001896749,0.0007531716,0.5212175,0.0005068053,0.0005448645,0.00001023213,0.01404556,0.0001435425,0.04888504,0.0001328919,0.06949996,0.3423637],"study_design_scores_gemma":[0.006871089,0.0004568889,0.9663211,0.000242506,0.0001159066,0.00002199258,0.003288278,0.001635767,0.002196049,0.00005294442,0.01858549,0.000212038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5431809,0.07876543,0.0001824523,0.3751056,0.0004313946,0.001980843,0.00002727139,0.00007719051,0.0002489098],"genre_scores_gemma":[0.7002056,0.2948789,0.002434676,0.0001825873,0.002132298,0.0000545578,0.000006015961,0.0000346216,0.00007075835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4451035,"threshold_uncertainty_score":0.8649731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2516052943651522,"score_gpt":0.3397042158387649,"score_spread":0.0880989214736127,"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."}}