{"id":"W4384029617","doi":"10.1093/noajnl/vdad071.047","title":"EVALUATING PNEUMOCYSTIS JIROVECII PNEUMONIA (PCP) PROPHYLAXIS IN PATIENTS WITH GLIOMA RECEIVING CONCURRENT TEMOZOLOMIDE AND RADIATION – A PATIENT AND PHYSICIAN SURVEY","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Temozolomide; Internal medicine; Population; Intensive care medicine; Emergency medicine; Radiation therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003835679,0.0003711495,0.0006638609,0.0004240638,0.0002269951,0.00003747376,0.00006799287,0.000138074,0.000005035626],"category_scores_gemma":[0.0007089927,0.0003073944,0.00004319673,0.0008751919,0.0002070556,0.000289465,0.0001044927,0.000383193,0.00001780849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724765,"about_ca_system_score_gemma":0.0001184271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006028858,"about_ca_topic_score_gemma":0.0002989415,"domain_scores_codex":[0.9971527,0.0005172501,0.0005323042,0.0008373947,0.000454729,0.000505627],"domain_scores_gemma":[0.9980195,0.001013552,0.0003473845,0.0002529765,0.000149364,0.0002172959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006899953,0.0003164785,0.5297379,0.00007793045,0.00004093036,0.000164088,0.0003836483,0.0001104718,0.02460193,0.000005857601,0.0000118365,0.4438589],"study_design_scores_gemma":[0.005648401,0.01069032,0.9792354,0.0001239226,0.00005591381,0.00008712015,0.0001324605,0.0009229039,0.001692337,0.00003310133,0.001104824,0.0002732726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967693,0.0005832302,0.000007440183,0.0004018056,0.0005027228,0.001424794,0.0000515772,0.0001556222,0.0001034786],"genre_scores_gemma":[0.9987848,0.0003861367,0.0001232712,0.0002870882,0.00004961047,0.000226034,0.00008110914,0.00004799209,0.00001397197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4494974,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971639614909171,"score_gpt":0.3136659267931869,"score_spread":0.2939495306440952,"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."}}