{"id":"W3047504968","doi":"10.1093/noajnl/vdaa073.005","title":"13. MANAGEMENT OF BRAIN METASTASES FROM SMALL CELL LUNG CANCER USING SRS","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiosurgery; Conventional PCI; Salvage therapy; Prophylactic cranial irradiation; Lung cancer; Surgery; Progression-free survival; Overall survival; Internal medicine; Radiation therapy; Chemotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001201488,0.0002024873,0.000597748,0.00007015999,0.00008614317,0.00000657146,0.0002004006,0.00005577462,0.0002537809],"category_scores_gemma":[0.0001503938,0.0001734577,0.0001049938,0.0003110642,0.0002408264,0.0001126799,0.0002634627,0.0002770413,0.000007128168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663853,"about_ca_system_score_gemma":0.0001904564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000240646,"about_ca_topic_score_gemma":0.0001316424,"domain_scores_codex":[0.9983264,0.0001637273,0.0003350884,0.0004882205,0.0003138684,0.0003727219],"domain_scores_gemma":[0.9987795,0.0005262248,0.000188894,0.0002264819,0.0001008275,0.0001781044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004375969,0.0008367326,0.2136994,0.006667447,0.002708382,0.003818143,0.003716214,0.006336617,0.6293194,0.0002187695,0.03029554,0.09800735],"study_design_scores_gemma":[0.01460497,0.00358179,0.01839436,0.0007925262,0.003332483,0.00002867285,0.00484661,0.005914044,0.2778839,0.0003653282,0.6694148,0.0008405917],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304315,0.04579392,0.0009082288,0.0163761,0.000605881,0.001177356,0.00019044,0.0001047731,0.004411732],"genre_scores_gemma":[0.9536371,0.01548538,0.01809419,0.01155267,0.0006888089,0.0002333695,0.00003125259,0.00007729035,0.000199986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6391192,"threshold_uncertainty_score":0.7073398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111721896652023,"score_gpt":0.3903454051991258,"score_spread":0.3392281862326055,"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."}}