{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001499233,0.0001320022,0.0003877536,0.0002745664,0.0002459325,0.000540942,0.0002715186,0.0003092009,0.0005876147],"category_scores_gemma":[0.01402085,0.0001042831,0.0006867052,0.0004965558,0.0002345521,0.0002591153,0.0002284685,0.0003555601,0.00006278876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002206341,"about_ca_system_score_gemma":0.002493075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02675658,"about_ca_topic_score_gemma":0.03626979,"domain_scores_codex":[0.9986406,0.0004362431,0.0001453098,0.0001382037,0.000506158,0.0001334668],"domain_scores_gemma":[0.9925807,0.001684262,0.004376303,0.0002130926,0.0004930211,0.0006525796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003022389,0.0001256667,0.9636478,0.0001172515,0.0004504,0.00007254644,0.00006909161,0.0006694177,0.0002202549,0.00004383649,0.0003627779,0.03119869],"study_design_scores_gemma":[0.0001553757,0.001398327,0.9960164,0.00004499761,0.0003085278,0.0001389714,0.00004994752,0.001327101,0.0001348692,0.00005013206,0.0003687818,0.000006416414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966779,0.001861457,0.0001178677,0.0003559875,0.00001092194,0.00002915762,0.0002471006,0.000005286149,0.0006943812],"genre_scores_gemma":[0.9994923,0.0002405302,0.00005450197,0.0000412885,0.0000103919,0.000004909703,0.0001298667,7.431725e-7,0.00002546033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02675658,"threshold_uncertainty_score":0.05320168,"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."}}