{"id":"W4388588359","doi":"10.1093/neuonc/noad179.0628","title":"INNV-39. INVESTIGATING MULTI-AGENT INTRATHECAL CHEMOTHERAPY AS A TREATMENT FOR PRIMARY AND SECONDARY CENTRAL NERVOUS SYSTEM LYMPHOMA: SAFETY AND EFFICACY RESULTS FROM AN INSTITUTIONAL COHORT STUDY","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Rituximab; Etoposide; Ommaya reservoir; Internal medicine; Primary central nervous system lymphoma; Cytarabine; Oncology; ThioTEPA; Lymphoma; Topotecan; Diffuse large B-cell lymphoma; Chemotherapy; Surgery; Cyclophosphamide","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002401011,0.0003309866,0.0004708729,0.0005920759,0.0003061546,0.0007114551,0.0004691262,0.0003473802,0.00165428],"category_scores_gemma":[0.002211808,0.0002032649,0.0007539719,0.0006905846,0.0004607311,0.0004099094,0.0004644383,0.0003792743,0.0004695533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005728869,"about_ca_system_score_gemma":0.0005763884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057816,"about_ca_topic_score_gemma":0.00100919,"domain_scores_codex":[0.9985843,0.000650141,0.0001442381,0.0002725811,0.0002016995,0.0001470594],"domain_scores_gemma":[0.9974735,0.0005742894,0.000985398,0.0003674106,0.0002280641,0.000371234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02626867,0.004240254,0.9381918,0.0002058968,0.000692457,0.0005726992,0.0004017192,0.0002621575,0.003972839,0.00008174161,0.0003310144,0.02477883],"study_design_scores_gemma":[0.004351431,0.08229432,0.8973447,0.0001278763,0.001429433,0.002986461,0.0007417308,0.001131697,0.005229654,0.0001320212,0.004185824,0.00004488124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985493,0.0005399138,0.0001146997,0.00001351773,0.000004877446,0.0001162005,0.0002639028,0.000003976546,0.0003935029],"genre_scores_gemma":[0.9985901,0.0002639318,0.0001437391,0.00004643081,0.00001437601,0.00007725406,0.0006659243,0.0000043451,0.0001938095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002401011,"threshold_uncertainty_score":0.01269788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249400732168699,"score_gpt":0.3152593963784103,"score_spread":0.2827653890567233,"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."}}