{"id":"W2601143969","doi":"10.15844/pedneurbriefs-25-1-1","title":"Brain Biopsy in CNS primary Vasculitis","year":2011,"lang":"en","type":"article","venue":"Pediatric Neurology Briefs","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vasculitis; Sick child; Prospective cohort study; Brain biopsy; Central nervous system; Cohort; University hospital; Pediatrics; Pathology; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001765995,0.0001670134,0.0003345086,0.0003568852,0.00006267527,0.000005167792,0.000118753,0.0002896738,0.0008614578],"category_scores_gemma":[0.0001100645,0.000155354,0.0001682481,0.0005356311,0.0001041619,0.00007237635,0.00006227673,0.0006147228,0.0003262464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000207906,"about_ca_system_score_gemma":0.0001348116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002387524,"about_ca_topic_score_gemma":0.00001638929,"domain_scores_codex":[0.9985398,0.0001065354,0.0003528264,0.000413997,0.0001559676,0.0004308694],"domain_scores_gemma":[0.9992431,0.0001060623,0.00007123601,0.0003567315,0.00004308288,0.0001798326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002327439,0.0008815147,0.9648474,0.0001132513,0.0001012405,0.006209428,0.0008389737,0.000002883437,0.0002096283,0.002005528,0.02136707,0.003190274],"study_design_scores_gemma":[0.002609782,0.0004047048,0.9874342,0.000004256236,0.0001572528,0.002091296,0.000006233189,0.00001082358,0.00001857814,0.0009144502,0.006197255,0.0001511477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628468,0.0008990171,0.00005262555,0.006828195,0.0004639042,0.0003182073,0.00001467719,0.0001381107,0.0284385],"genre_scores_gemma":[0.985279,0.00107428,0.0003560055,0.01148884,0.0006359848,0.00005602633,0.0000642081,0.00004281964,0.001002824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02743568,"threshold_uncertainty_score":0.9432359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447746026122641,"score_gpt":0.2226007807403836,"score_spread":0.2081233204791572,"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."}}