{"id":"W4220732082","doi":"10.1093/neuonc/noac072","title":"Effectiveness and safety of pneumocystis pneumonia prophylaxis for patients receiving temozolomide chemoradiotherapy","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"Ontario Ministry of Health and Long-Term Care; Canadian Cancer Society; Canadian Centre for Applied Research in Cancer Control","keywords":"Medicine; Temozolomide; Chemoradiotherapy; Internal medicine; Population; Cohort; Retrospective cohort study; Neutropenia; Oncology; Surgery; Cancer; Radiation therapy; Chemotherapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005778459,0.0001568868,0.0006829138,0.0001402252,0.0002456418,0.000004868144,0.0001316628,0.00006588533,0.00003306655],"category_scores_gemma":[0.000947191,0.0001419842,0.00008646418,0.0002456588,0.000198154,0.00004188409,0.0002298228,0.0003398973,8.666051e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007554662,"about_ca_system_score_gemma":0.000292756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003942559,"about_ca_topic_score_gemma":0.00000762869,"domain_scores_codex":[0.9982218,0.0004148491,0.000300068,0.0004171617,0.0003137718,0.0003323599],"domain_scores_gemma":[0.9976245,0.001700683,0.0001596521,0.0002476503,0.0001828374,0.00008463779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008429945,0.0005736931,0.1385318,0.001038564,0.0001806071,0.00005055558,0.0007811197,0.00001947861,0.6968829,0.00004916577,0.0006629231,0.1527992],"study_design_scores_gemma":[0.02271647,0.05686014,0.6981022,0.0001088823,0.0001551149,0.0002256173,0.0002736261,0.0002080031,0.05052024,0.0002494252,0.1702213,0.0003590405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946207,0.0004313217,0.00004174997,0.001274063,0.0004319872,0.002553307,0.00007486929,0.00004054292,0.0005314575],"genre_scores_gemma":[0.9979724,0.0003372189,0.0003685886,0.0002650807,0.00007572905,0.0008928405,0.00001292644,0.00004093001,0.00003424984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6463627,"threshold_uncertainty_score":0.5789948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449431652680859,"score_gpt":0.3255473705198154,"score_spread":0.3110530539930068,"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."}}