{"id":"W2663943212","doi":"10.1186/s13014-017-0820-1","title":"Institutional analysis of stereotactic body radiotherapy (SBRT) for oligometastatic lymph node metastases","year":2017,"lang":"en","type":"article","venue":"Radiation Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Lymph node; Lymph; Radiology; Radiation therapy; Chemotherapy; Radiosurgery; Oncology; Internal medicine; Pathology","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":[0.0002206042,0.0001113107,0.0005972078,0.0003362856,0.000182422,0.00002016934,0.00009058786,0.00006294491,0.0002708936],"category_scores_gemma":[0.0002066743,0.00009185946,0.0002549082,0.0001643892,0.0001062341,0.0001160934,0.00001120698,0.00003447185,0.000006215098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057884,"about_ca_system_score_gemma":0.0004637314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001800331,"about_ca_topic_score_gemma":0.0000531095,"domain_scores_codex":[0.9991142,0.00005023816,0.0003087717,0.0002174489,0.0001548737,0.0001544624],"domain_scores_gemma":[0.9986566,0.0003239102,0.0004191711,0.0003903394,0.0001227959,0.00008716757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001266361,0.002865719,0.8554696,0.0002983569,0.02792339,0.00006462921,0.0005316997,0.002003825,0.001098574,0.0124788,0.002464451,0.09353461],"study_design_scores_gemma":[0.007717352,0.0006969674,0.9318276,0.00002264088,0.008197689,0.00001699244,0.00001965327,0.008694586,0.000869561,0.00007568155,0.04175719,0.0001040642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802563,0.002280051,0.006877229,0.006557134,0.0006175562,0.001030119,0.000456006,0.00003281805,0.001892815],"genre_scores_gemma":[0.9934114,0.0008493498,0.004372959,0.0006093026,0.0001234267,0.0002122953,0.0002776984,0.0000105377,0.0001330333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09343055,"threshold_uncertainty_score":0.374592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115173494515423,"score_gpt":0.3896508955505644,"score_spread":0.3584991606054101,"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."}}