{"id":"W4320491162","doi":"10.3390/curroncol30020172","title":"Survival Benefits of Radiotherapy and Surgery in Lung Cancer Brain Metastases with Poor Prognosis Factors","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangdong Medical Research Foundation; National Natural Science Foundation of China","keywords":"Medicine; Lung cancer; Radiosurgery; Radiation therapy; Anaplastic lymphoma kinase; Oncology; Internal medicine; Epidermal growth factor receptor; Hazard ratio; Cancer; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000415534,0.0001633763,0.0006642854,0.0002852599,0.00002653219,0.000004750263,0.00003475804,0.00005449909,0.00009696021],"category_scores_gemma":[0.00007502083,0.0001104922,0.0000753597,0.0004711288,0.0001050919,0.00003793012,0.00002141664,0.0001120313,7.559237e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360066,"about_ca_system_score_gemma":0.0002197673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002530914,"about_ca_topic_score_gemma":0.0005744497,"domain_scores_codex":[0.9988573,0.0001686097,0.0002670088,0.0002641351,0.0001678343,0.0002750855],"domain_scores_gemma":[0.9987682,0.0008543674,0.0001141532,0.0001064091,0.00005092723,0.0001059243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002626998,0.0005224833,0.8923215,0.0002677195,0.0002914319,0.00004101851,0.0003473078,0.00002950738,0.00009305503,0.0001147348,0.003130505,0.1025781],"study_design_scores_gemma":[0.003023419,0.0007412562,0.975638,0.0002990758,0.0002634838,0.00001555813,0.0003017067,0.0002049129,0.0007696199,0.000006950224,0.01859389,0.0001421092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982345,0.01335079,0.00001466298,0.003305792,0.0002943034,0.0005094538,0.0001299888,0.00003479046,0.00001515135],"genre_scores_gemma":[0.9944314,0.004845622,0.0001664335,0.00009331374,0.00007782703,0.0001644206,0.000162691,0.00002493861,0.0000334048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.102436,"threshold_uncertainty_score":0.4505742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182775037817163,"score_gpt":0.4050507388119082,"score_spread":0.2867732350301919,"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."}}