{"id":"W4200374965","doi":"10.3390/radiation1040026","title":"Limited-Stage Small-Cell Lung Cancer: Current Progress and the Next Frontier","year":2021,"lang":"en","type":"article","venue":"Radiation","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Weill Cornell Medical College; Canada Foundation for Innovation; Canadian Institutes of Health Research; International Association for the Study of Lung Cancer; Cancer Research Society; Memorial Sloan-Kettering Cancer Center; American Society of Clinical Oncology; National Cancer Institute; Ontario Institute for Cancer Research; Conquer Cancer Foundation","keywords":"Prophylactic cranial irradiation; Medicine; Conventional PCI; Oncology; Radiation therapy; Stage (stratigraphy); Clinical trial; Lung cancer; Internal medicine; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001724217,0.00008104277,0.0001616024,0.00003611721,0.0001079227,0.00005242021,0.0000402888,0.0000272798,0.00005915638],"category_scores_gemma":[0.0000989855,0.00005349253,0.0000408089,0.0001586173,0.00009705498,0.00006773787,0.00005678331,0.000163857,0.00000424808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728836,"about_ca_system_score_gemma":0.0002133526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000735236,"about_ca_topic_score_gemma":0.00005020631,"domain_scores_codex":[0.9992247,0.00007667806,0.0001165401,0.0001818483,0.0002218064,0.0001784293],"domain_scores_gemma":[0.9995145,0.00007074084,0.00005141298,0.0001752343,0.0001214896,0.00006667863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003561632,0.0001731508,0.4579018,0.001429367,0.0003336087,0.0000383867,0.0045292,0.00003067786,0.0003648053,0.0007858417,0.04339632,0.4906607],"study_design_scores_gemma":[0.01501576,0.0001068665,0.3791396,0.0004767572,0.0006960104,0.00001274849,0.001013398,0.04100981,0.005280693,0.00008925834,0.5568354,0.0003237591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4485692,0.5309404,0.0002018522,0.01677901,0.0006307413,0.001130888,0.00002266663,0.00005627648,0.001668988],"genre_scores_gemma":[0.9280095,0.06480527,0.0002288133,0.000424122,0.0007607316,0.0004273975,0.00005545572,0.00002446465,0.005264301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5134391,"threshold_uncertainty_score":0.2181362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125763640342262,"score_gpt":0.3471309278730472,"score_spread":0.3158732914696246,"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."}}