{"id":"W2788061650","doi":"10.1055/s-0038-1635123","title":"Imaging Pediatric Multiple Sclerosis—Challenges and Recent Advances","year":2018,"lang":"en","type":"review","venue":"Neuropediatrics","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Diffusion MRI; Multiple sclerosis; Magnetic resonance imaging; Clinical trial; Disease; Medical physics; Radiology; Pathology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006220503,0.0008081725,0.002160509,0.0008059713,0.0002426959,0.00008150128,0.0003706489,0.0002320927,0.00003732094],"category_scores_gemma":[0.004191489,0.0006196446,0.0003881935,0.0009098861,0.0002410309,0.0002094973,0.0008332005,0.001014644,0.0002992393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395362,"about_ca_system_score_gemma":0.000340592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002428156,"about_ca_topic_score_gemma":0.000004982306,"domain_scores_codex":[0.9955506,0.0003861841,0.00093281,0.001319783,0.0009384996,0.0008721073],"domain_scores_gemma":[0.9963946,0.001259082,0.0004936432,0.0008523156,0.0004811681,0.0005191821],"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":[0.00001758155,0.0001066116,0.0007399712,0.02674936,0.00004574739,0.00005699836,0.00005235489,4.594549e-8,2.521182e-7,0.000002881285,0.005121486,0.9671067],"study_design_scores_gemma":[0.00075585,0.0001958462,0.00168475,0.001706546,0.001507605,0.00006545266,0.00001960651,0.000008430657,2.7471e-7,0.000003127338,0.9935696,0.0004828703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002540504,0.9946696,0.000004881982,0.0001928312,0.0008576816,0.0016097,0.0000762425,0.0002159387,0.002347728],"genre_scores_gemma":[0.000008541445,0.9934319,0.0005349396,0.00009223594,0.005332184,0.0001668057,0.00004572253,0.0002128176,0.0001748138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884481,"threshold_uncertainty_score":0.9996255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2099184847902975,"score_gpt":0.3671079993435413,"score_spread":0.1571895145532438,"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."}}