{"id":"W2955833546","doi":"10.1016/j.ijrobp.2019.06.2543","title":"Single-Fraction Stereotactic Radiosurgery Versus Hippocampal-Avoidance Whole Brain Radiation Therapy for Patients With 10 to 30 Brain Metastases: A Dosimetric Analysis","year":2019,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre","funders":"","keywords":"Radiosurgery; Medicine; Hippocampal formation; Nuclear medicine; Dosimetry; Radiation therapy; Radiology; Internal medicine","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":[0.001034044,0.0003195753,0.0008876423,0.0008757577,0.00008740098,0.00006706652,0.000243522,0.0001772431,0.0002818605],"category_scores_gemma":[0.0009839251,0.0002551387,0.0005290273,0.000998451,0.00006329962,0.0004734132,0.00002721587,0.0002861647,0.00007538317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551057,"about_ca_system_score_gemma":0.0004129231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002229927,"about_ca_topic_score_gemma":0.000006013965,"domain_scores_codex":[0.9974309,0.0004338433,0.0008523382,0.0004260804,0.0005282855,0.0003285837],"domain_scores_gemma":[0.994027,0.002741727,0.001545859,0.0002894268,0.001169787,0.0002262247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01121864,0.002601082,0.557564,0.00001619015,0.01026533,0.00001930728,0.0002489653,0.001810251,0.001208825,0.0003760468,0.004878861,0.4097925],"study_design_scores_gemma":[0.0900397,0.03994318,0.4955932,0.0001249312,0.003999895,0.00006825985,0.0001820749,0.003545926,0.002176258,0.0009462436,0.3624763,0.0009040568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700055,0.000432488,0.01979738,0.006462394,0.001782035,0.001115854,0.0002956539,0.00003551031,0.00007316845],"genre_scores_gemma":[0.9912241,0.00008037028,0.003854882,0.002591182,0.0009805132,0.00005522734,0.001028828,0.00004858917,0.0001362976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4088885,"threshold_uncertainty_score":0.9999901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159188773978827,"score_gpt":0.3228480339436527,"score_spread":0.3012561462038644,"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."}}