{"id":"W3215366287","doi":"10.1093/neuonc/noab196.061","title":"BIOM-30. BLOOD COUNTS THROUGH TREATMENT COURSE IN NEWLY DIAGNOSED GLIOBLASTOMA PATIENTS RECEIVING CHEMORADIATION","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Neutropenia; Temozolomide; Internal medicine; Gastroenterology; Glioblastoma; Lymphocyte; Radiation therapy; Proportional hazards model; Chemotherapy; Oncology; Cancer research","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":[0.0002200937,0.0001302383,0.0002368705,0.0005705811,0.000198714,0.000363426,0.0001868497,0.0001686101,0.001030047],"category_scores_gemma":[0.001308848,0.00008903948,0.0001895581,0.0009800008,0.00008521452,0.0002091972,0.0001960987,0.0002949971,0.0002576038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004946686,"about_ca_system_score_gemma":0.0003658286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008044739,"about_ca_topic_score_gemma":0.009557048,"domain_scores_codex":[0.9997528,0.00004921675,0.00004108054,0.00006342742,0.00004713763,0.00004616656],"domain_scores_gemma":[0.9989744,0.0001168091,0.0006845845,0.00002369231,0.00008661205,0.0001138905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006262748,0.00001202089,0.9988773,0.000003445533,0.000007175863,0.00002703041,0.00001927954,0.00002528092,0.00006885706,0.000003377453,0.00007474469,0.0008188413],"study_design_scores_gemma":[0.0000027899,0.00004956104,0.9994074,0.000002426491,0.00000681297,0.0001051862,0.00003641859,0.0001557015,0.00006698271,0.000006946404,0.0001581899,0.000001457712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979256,0.000210367,0.00006013553,0.00004005394,0.000004048812,0.000009609369,0.001275153,0.000006260531,0.0004687967],"genre_scores_gemma":[0.9989517,0.00005923177,0.00006505144,0.00002243036,0.000004022746,0.00001115168,0.0007415599,0.000001423189,0.0001435051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008044739,"threshold_uncertainty_score":0.01599586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769910270985805,"score_gpt":0.2952294552497666,"score_spread":0.2775303525399085,"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."}}