{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002017935,0.0002653529,0.0006133304,0.0004498561,0.001225461,0.0001551467,0.001165815,0.0001213469,0.00001147573],"category_scores_gemma":[0.008310996,0.0001189959,0.0003379817,0.0006383635,0.005677581,0.0003814578,0.00004474521,0.0002044538,9.603884e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00046598,"about_ca_system_score_gemma":0.003700021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007465373,"about_ca_topic_score_gemma":0.004665076,"domain_scores_codex":[0.9963039,0.0003953394,0.00113319,0.0003638891,0.0007455924,0.001058136],"domain_scores_gemma":[0.9904773,0.006063126,0.001309764,0.0002137916,0.0006636975,0.001272334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004677704,0.00009408116,0.9157849,0.0000383429,0.00004366449,0.00223638,0.0001062233,0.0008331903,0.0005151185,0.00170647,0.0001608505,0.078013],"study_design_scores_gemma":[0.0007711769,0.05571854,0.9277272,0.0003082979,0.00008492938,0.0128805,0.00008352321,0.00005607635,0.000728417,0.0009800514,0.0005408739,0.0001204542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936049,0.001050772,0.00001621135,0.004136855,0.0005261896,0.0003656389,0.00003943891,0.000008526802,0.0002514935],"genre_scores_gemma":[0.9980187,0.0006753888,0.0003570032,0.0007938744,0.0001270999,0.00000967077,1.712323e-7,0.000009787087,0.000008291269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07789254,"threshold_uncertainty_score":0.9970284,"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."}}