{"id":"W4406135453","doi":"10.1016/j.ctro.2025.100917","title":"Real-world outcomes of prophylactic cranial irradiation utilization and efficacy for patients with extensive-stage small cell lung cancer treated with consolidative thoracic radiotherapy","year":2025,"lang":"en","type":"article","venue":"Clinical and Translational Radiation Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"National Center for Advancing Translational Sciences; Canadian Institutes of Health Research; Weill Cornell Medical College; Terry Fox Research Institute; Canada Foundation for Innovation; Princess Margaret Cancer Foundation; National Cancer Institute; National Institutes of Health; Memorial Sloan-Kettering Cancer Center","keywords":"Conventional PCI; Prophylactic cranial irradiation; Medicine; Cumulative incidence; Incidence (geometry); Proportional hazards model; Hazard ratio; Internal medicine; Randomized controlled trial; Radiation therapy; Radiology; Surgery; Oncology; Confidence interval; Myocardial infarction; Transplantation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00114966,0.0001365001,0.0003120923,0.0004890547,0.0002208067,0.0006921425,0.0002761182,0.0002635869,0.0008950602],"category_scores_gemma":[0.005139933,0.00007778598,0.0005045554,0.0008206359,0.0003229413,0.0004852751,0.0004325614,0.0004123482,0.0001059912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007138896,"about_ca_system_score_gemma":0.0004349188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861656,"about_ca_topic_score_gemma":0.002841423,"domain_scores_codex":[0.9992465,0.000288983,0.000117895,0.0001204854,0.0001211119,0.000105053],"domain_scores_gemma":[0.9946406,0.001176537,0.003165531,0.0001462221,0.0002753174,0.0005958431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001604711,0.00008892208,0.9905306,0.00003408626,0.0001538722,0.00005607374,0.00004095574,0.000531923,0.0001192698,0.00003104495,0.0001788261,0.006629843],"study_design_scores_gemma":[0.00004988717,0.0009931528,0.9976279,0.00001260473,0.0001001731,0.0002174506,0.00008163643,0.0005187645,0.0001056933,0.00004289548,0.0002431896,0.000006666908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985592,0.0005731271,0.00007572087,0.00005630264,0.000003871597,0.00001470313,0.000369777,0.000002776956,0.0003444708],"genre_scores_gemma":[0.9994453,0.00009513099,0.00003686451,0.00001489037,0.000008629902,0.000009866445,0.0003661074,8.615319e-7,0.00002250404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001861656,"threshold_uncertainty_score":0.006080031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05676862559185449,"score_gpt":0.4621101044452192,"score_spread":0.4053414788533647,"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."}}