{"id":"W2093356880","doi":"10.1586/14737175.2013.853445","title":"Salvage stereotactic radiosurgery for brain metastases","year":2013,"lang":"en","type":"review","venue":"Expert Review of Neurotherapeutics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto","funders":"","keywords":"Radiosurgery; Medicine; Salvage therapy; Brain disease; Clinical trial; Disease; Radiology; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006827753,0.0008655534,0.005531803,0.0002261269,0.00005818904,0.00002778419,0.0002720826,0.0001951383,0.0006182953],"category_scores_gemma":[0.0003647775,0.0005601766,0.002858512,0.000380039,0.0001088227,0.00007403951,0.00005317119,0.0003149411,0.00006543436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009934731,"about_ca_system_score_gemma":0.0004263402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006931134,"about_ca_topic_score_gemma":2.270038e-7,"domain_scores_codex":[0.9960542,0.0006778232,0.00169958,0.0006571167,0.0004423663,0.0004689041],"domain_scores_gemma":[0.9953097,0.001926368,0.001033456,0.001316618,0.0001821557,0.0002317316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008770228,0.0002800947,3.669716e-7,0.2231748,0.001221874,0.0000380602,0.000008897075,4.969306e-9,0.000003028676,0.00009760218,0.03220519,0.7429613],"study_design_scores_gemma":[0.0005434628,0.0005295546,4.946953e-7,0.1223945,0.004744681,0.0004775034,0.000002898682,0.000001376697,0.00001038421,0.00001028601,0.8709472,0.0003376975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.295191e-7,0.989,0.0002789181,0.001521221,0.0004522934,0.008285775,0.0002852259,0.0000584511,0.0001177607],"genre_scores_gemma":[1.084328e-7,0.9750656,0.006728109,0.01450542,0.0003765473,0.001882839,0.0004467171,0.0002470707,0.0007475318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.838742,"threshold_uncertainty_score":0.999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304358401532985,"score_gpt":0.4389181745396036,"score_spread":0.3084823343863052,"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."}}