{"id":"W4416141251","doi":"10.1093/neuonc/noaf201.0179","title":"BIOM-91. RELATIONSHIPS BETWEEN LYMPHOCYTE COUNTS AND CLINICAL OUTCOMES IN PATIENTS WITH GLIOMAS TREATED WITH PEMBROLIZUMAB","year":2025,"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":"University of Guelph","funders":"","keywords":"Pembrolizumab; Dexamethasone; Lymphocyte; Oligodendroglioma; Glioma; Astrocytoma; Retrospective cohort study; Survival analysis; Immunotherapy","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":[0.0002712591,0.0001304664,0.000185237,0.0004772018,0.0001871241,0.0004324791,0.0001383973,0.000178576,0.001468576],"category_scores_gemma":[0.001124799,0.00007998985,0.0001694342,0.0005740837,0.0001256903,0.000242667,0.0002072863,0.0003828499,0.0003074964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623368,"about_ca_system_score_gemma":0.0001773084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045949,"about_ca_topic_score_gemma":0.001107909,"domain_scores_codex":[0.9998068,0.00004079514,0.00003162835,0.00003825279,0.0000404986,0.00004203364],"domain_scores_gemma":[0.9989715,0.0001198916,0.0005755216,0.0000249654,0.0001247523,0.0001833204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003493046,0.00002552033,0.9973557,0.000008230679,0.00002407371,0.00004097485,0.00001286513,0.00004454923,0.0003104483,0.000006912312,0.0001159824,0.001705382],"study_design_scores_gemma":[0.00001318403,0.0001919301,0.9987564,0.000004443802,0.00002156553,0.0003056392,0.00004800501,0.0002027776,0.0001728006,0.0000170399,0.0002639863,0.000002354701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987853,0.0002305707,0.00003957306,0.00003366102,0.000004401684,0.000004793839,0.0004142918,0.000004371147,0.000483012],"genre_scores_gemma":[0.9994015,0.00004133569,0.00003603974,0.00001440921,0.000005565368,0.000006703392,0.0003917291,0.000001045586,0.0001016139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001468576,"threshold_uncertainty_score":0.004912853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970332093136443,"score_gpt":0.3256042706365583,"score_spread":0.2959009497051939,"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."}}