{"id":"W1964457788","doi":"10.1177/197140091202500611","title":"Pediatric Inflammatory Diseases","year":2012,"lang":"en","type":"article","venue":"The Neuroradiology Journal","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Vasculitis; Medicine; Differential diagnosis; Cerebral vasculitis; Pathology; Central nervous system; Angiography; Brain biopsy; Magnetic resonance angiography; Disease; Radiology; Magnetic resonance imaging; Internal medicine","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":[0.0001692909,0.00007647214,0.0001354241,0.00007623601,0.0002662821,0.000009381072,0.0000883867,0.00006396738,0.0002787992],"category_scores_gemma":[0.0000971619,0.00004095527,0.000134176,0.00008891913,0.00009515405,0.00007820161,0.00001973855,0.0005816814,0.0001919696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001709524,"about_ca_system_score_gemma":0.00006437628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.6645e-7,"about_ca_topic_score_gemma":4.190987e-8,"domain_scores_codex":[0.9992438,0.0001525177,0.0001694757,0.00005812092,0.00009869978,0.000277365],"domain_scores_gemma":[0.9993933,0.00008943713,0.00007614199,0.0001544548,0.00003584225,0.0002508194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003446963,0.0001141066,0.9478199,0.00001037897,0.0001226426,0.0001880073,0.0002494869,0.00001666576,0.0005705071,0.001243847,0.04885532,0.0007746592],"study_design_scores_gemma":[0.0006556073,0.0001022311,0.960786,0.000004907186,0.0004191991,0.02433254,0.00003247245,0.000007932066,0.000009360837,0.0004434492,0.01315302,0.00005323152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871248,0.006174906,0.00003823323,0.004254721,0.001199259,0.00008048366,0.000002838326,0.00003394992,0.001090817],"genre_scores_gemma":[0.9933643,0.001715223,0.00001733702,0.0011974,0.003401291,0.000003840836,0.000003109087,0.00001205496,0.0002854225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0357023,"threshold_uncertainty_score":0.3052656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138687400888876,"score_gpt":0.2467402044478773,"score_spread":0.2353533304389886,"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."}}