{"id":"W2747460635","doi":"10.1055/s-0037-1605580","title":"Neuroimaging in Pediatric Autoimmune Diseases","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Neurology","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Multiple Sclerosis Society; Sanofi; National Multiple Sclerosis Society","keywords":"Neuroimaging; Medicine; Disease; Magnetic resonance imaging; Demyelinating Disorder; Medical diagnosis; Differential diagnosis; Intensive care medicine; Demyelinating disease; Biomarker; Neuroscience; Pathology; Psychiatry; Psychology","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":[0.0002024924,0.000161941,0.0004741631,0.0004415015,0.000137656,0.00003192896,0.0003593052,0.00007661616,0.00005382238],"category_scores_gemma":[0.001007025,0.0001362548,0.0002038706,0.0001623756,0.00007341548,0.0002566371,0.0001222812,0.0006850049,0.00001064376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001279766,"about_ca_system_score_gemma":0.0001971998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000231456,"about_ca_topic_score_gemma":0.00000942464,"domain_scores_codex":[0.9984961,0.000097495,0.000596374,0.0002037973,0.0002687054,0.0003374876],"domain_scores_gemma":[0.9984457,0.0001159052,0.0007393043,0.0004025334,0.0001090802,0.000187417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005826544,0.0002535658,0.9887115,0.00005615058,0.000006132203,0.004426968,0.00004246652,0.00003546695,0.0001272566,0.000009298845,0.003824072,0.001924483],"study_design_scores_gemma":[0.00288717,0.0009528043,0.9909559,0.000002769588,0.0002204686,0.0006427036,0.000007987199,0.0001243801,0.000001957351,0.0001750923,0.003930855,0.00009794274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877828,0.003620937,0.00001511194,0.006162019,0.001715856,0.00009989281,0.000002115825,0.00001624671,0.0005850638],"genre_scores_gemma":[0.9888489,0.007054626,0.00005222071,0.001849014,0.002107213,0.000001587986,5.144713e-7,0.00002613354,0.00005983282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004313005,"threshold_uncertainty_score":0.5556308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150417806758226,"score_gpt":0.2778023089068133,"score_spread":0.2627605282309907,"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."}}