{"id":"W1967197142","doi":"10.3816/clc.2009.n.024","title":"Management and Prognosis in Synchronous Solitary Resected Brain Metastasis from Non–Small-Cell Lung Cancer","year":2009,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Medicine; Brain metastasis; Lung cancer; Radiation therapy; Craniotomy; Univariate analysis; Stage (stratigraphy); Metastasis; Surgery; Performance status; Chemotherapy; Internal medicine; Oncology; Cancer; Radiology; Multivariate analysis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005466784,0.000321304,0.0008090312,0.0001288331,0.00007489679,0.00003216283,0.0001373257,0.0001739279,0.0004907201],"category_scores_gemma":[0.00006609598,0.0002609417,0.0002250479,0.0003207252,0.0001030963,0.00007110853,0.00009888713,0.0004298505,0.00000627734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003525116,"about_ca_system_score_gemma":0.0001493403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843782,"about_ca_topic_score_gemma":0.0008979524,"domain_scores_codex":[0.997358,0.0001972405,0.0007960349,0.0008405249,0.0002841577,0.0005239928],"domain_scores_gemma":[0.9985839,0.0004066816,0.0001557202,0.0004373146,0.00006815371,0.0003482329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001201578,0.002172727,0.6933975,0.0005613412,0.001945561,0.00140257,0.0003080381,0.00009330892,0.0001155081,0.00004526195,0.04742305,0.2513336],"study_design_scores_gemma":[0.009198292,0.000801947,0.9766133,0.001065295,0.002727369,0.00000572535,0.0001268877,0.005035385,0.000314125,0.0001277157,0.003602148,0.0003817385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453515,0.03515724,0.0001460858,0.01579279,0.0003520556,0.002123075,0.000203662,0.00006701094,0.0008065957],"genre_scores_gemma":[0.9752418,0.009014882,0.006289364,0.007241192,0.0004801642,0.0005948771,0.0001115168,0.0000445577,0.000981666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2832159,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925830588355858,"score_gpt":0.3787964857123529,"score_spread":0.3495381798287943,"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."}}