{"id":"W2566232150","doi":"10.1093/neuonc/now212.133","title":"BMET-33. MORBIDITY AND MORTALITY OF OMMAYA RESERVOIR PLACEMENT FOR INTRAVENTRICULAR CHEMOTHERAPY","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Ommaya reservoir; Surgery; Neurosurgery; Catheter; Asymptomatic; Chemotherapy","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":[0.0002261925,0.0001922633,0.0003116229,0.0005347,0.0004678511,0.0004906815,0.0002667521,0.0003232469,0.00407445],"category_scores_gemma":[0.002007161,0.00008925021,0.0003251146,0.0006786074,0.0002396444,0.0003122563,0.0003867285,0.0006584655,0.0007678728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005880682,"about_ca_system_score_gemma":0.000433988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006743257,"about_ca_topic_score_gemma":0.001055352,"domain_scores_codex":[0.9996691,0.00006086855,0.00003703311,0.00003873825,0.0001175393,0.0000767578],"domain_scores_gemma":[0.9985527,0.0003226873,0.0005973054,0.00005373918,0.00008965884,0.0003838212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004176697,0.00009409048,0.9607345,0.00007720644,0.00006121195,0.005598858,0.00005565842,0.0001805425,0.0005984295,0.0001011835,0.002266899,0.02981384],"study_design_scores_gemma":[0.00004623008,0.0006619834,0.9452387,0.0001225109,0.00005867731,0.04950556,0.0001594967,0.0007377214,0.0007093732,0.0001817223,0.002565025,0.00001306686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988028,0.003925812,0.0005686174,0.000432967,0.0001354359,0.00003089364,0.000833165,0.00004723591,0.005997961],"genre_scores_gemma":[0.9974704,0.0008983287,0.0001519557,0.0001191599,0.00009956587,0.00002407248,0.0006681723,0.00001230642,0.0005561266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00407445,"threshold_uncertainty_score":0.01363039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04672308457862945,"score_gpt":0.3482639015584887,"score_spread":0.3015408169798592,"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."}}