{"id":"W2476745775","doi":"10.1017/cjn.2016.255","title":"The Influence of Corticosteroids on Diagnostic Accuracy of Biopsy for Primary Central Nervous System Lymphoma","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Primary central nervous system lymphoma; Medicine; Central nervous system; Lymphoma; Biopsy; Brain biopsy; Primary (astronomy); Corticosteroid; Pathology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005797294,0.0002572675,0.0004418582,0.00113729,0.000384906,0.0008848036,0.0004956056,0.000661334,0.000770741],"category_scores_gemma":[0.07791922,0.0002154673,0.0003464582,0.0007553671,0.001012112,0.0006026186,0.0003696057,0.000580347,0.0002893658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007868051,"about_ca_system_score_gemma":0.0006039448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00560772,"about_ca_topic_score_gemma":0.007312172,"domain_scores_codex":[0.9924344,0.003512331,0.001259331,0.0007135046,0.001522296,0.0005581647],"domain_scores_gemma":[0.9070548,0.07334514,0.008227238,0.0027745,0.006886814,0.00171149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005229538,0.00001525857,0.9862952,0.00002344822,0.00005639981,0.0004909649,0.0001149291,0.0001563588,0.0009884763,0.00001717943,0.0000967794,0.01122215],"study_design_scores_gemma":[0.00002810579,0.0007292746,0.9838733,0.00008018911,0.0003041435,0.007707128,0.000408623,0.002076751,0.003943173,0.00007727518,0.0007552014,0.00001682679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904469,0.007006474,0.0004300799,0.0003290707,0.00005576073,0.00001321595,0.00009083651,0.00001638479,0.001611363],"genre_scores_gemma":[0.9994208,0.0003055822,0.0001459751,0.0000415662,0.00003333339,0.000001606542,0.00002655682,0.000003368129,0.00002116218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005797294,"threshold_uncertainty_score":0.03065938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144191428159011,"score_gpt":0.2602724204901238,"score_spread":0.2388305062085337,"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."}}