{"id":"W4220915836","doi":"10.1016/j.ijrobp.2022.03.020","title":"Graded Prognostic Assessment (GPA) for Patients With Lung Cancer and Brain Metastases: Initial Report of the Small Cell Lung Cancer GPA and Update of the Non-Small Cell Lung Cancer GPA Including the Effect of Programmed Death Ligand 1 and Other Prognostic Factors","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute; National Institutes of Health; National Center for Advancing Translational Sciences; University of Minnesota","keywords":"Medicine; Lung cancer; Internal medicine; Adenocarcinoma; Oncology; Anaplastic lymphoma kinase; Brain metastasis; Lung; Epidermal growth factor receptor; Cancer; Population; Metastasis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963913,0.0005625332,0.0006146861,0.001267209,0.0002473545,0.0006727413,0.0006381886,0.0003142333,0.0006722462],"category_scores_gemma":[0.004653389,0.00009423948,0.0006817942,0.001322379,0.0002738851,0.0008811325,0.0008795169,0.001158206,0.0002547831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000543402,"about_ca_system_score_gemma":0.0008088683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334404,"about_ca_topic_score_gemma":0.005228506,"domain_scores_codex":[0.9996279,0.00008306013,0.00004861994,0.00005501727,0.0001364992,0.00004884334],"domain_scores_gemma":[0.998437,0.0004288314,0.0002217443,0.00008686524,0.0006583351,0.0001672327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005170635,0.00009061441,0.3014227,0.0005207917,0.0003902356,0.0002927555,0.0001282461,0.0009729317,0.001226128,0.001413921,0.016165,0.6768596],"study_design_scores_gemma":[0.0002765681,0.001917814,0.8607885,0.001154647,0.001756669,0.004934581,0.0005769965,0.006270386,0.00255643,0.007743336,0.1118783,0.0001457221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.629687,0.2663305,0.02978051,0.01859485,0.004027831,0.000903264,0.009399928,0.0005328806,0.04074323],"genre_scores_gemma":[0.8929453,0.06901916,0.02109707,0.003076031,0.002263947,0.0004489375,0.008059287,0.00005871215,0.003031477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002334404,"threshold_uncertainty_score":0.01038629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320506572987794,"score_gpt":0.3732619163356526,"score_spread":0.3500568506057747,"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."}}