{"id":"W2069913679","doi":"10.3109/0284186x.2012.681066","title":"Volume specific response criteria for brain metastases following salvage stereotactic radiosurgery and associated predictors of response","year":2012,"lang":"en","type":"article","venue":"Acta Oncologica","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Toronto Western Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Radiosurgery; Medicine; Nuclear medicine; Response Evaluation Criteria in Solid Tumors; Progressive disease; Salvage therapy; Brain metastasis; Radiology; Internal medicine; Cancer; Disease; Radiation therapy; Metastasis; 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":[0.006133333,0.0002709161,0.0008338223,0.0001971271,0.0001402001,0.00002808129,0.0000844031,0.0001686823,0.0002543075],"category_scores_gemma":[0.006755251,0.0002056504,0.0003494563,0.0002386764,0.000117524,0.0002164354,0.00006835236,0.0001404229,0.000005828643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529138,"about_ca_system_score_gemma":0.0001342033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008435904,"about_ca_topic_score_gemma":0.000001285772,"domain_scores_codex":[0.9967355,0.001585975,0.0005200501,0.0003311754,0.0002829056,0.0005443566],"domain_scores_gemma":[0.9916448,0.007310183,0.0002908037,0.0003765209,0.00007530113,0.0003023638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1070666,0.005643977,0.3592956,0.0002154893,0.004246637,0.0008415852,0.002375399,6.336247e-7,0.3025895,0.00007890217,0.2101208,0.007524983],"study_design_scores_gemma":[0.005053458,0.004439415,0.8192886,0.0001059889,0.0008684985,0.0001035349,0.0003587708,0.00001369983,0.002296397,0.00002783238,0.1672129,0.0002308956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992345,0.001580902,0.00005273674,0.003976674,0.0005351191,0.001019236,0.0003248788,0.00007979153,0.00008567246],"genre_scores_gemma":[0.9946674,0.00005333106,0.003390325,0.0005988824,0.0001424195,0.0001067349,0.000106553,0.00003847212,0.0008958841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.459993,"threshold_uncertainty_score":0.8386179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04917621094473033,"score_gpt":0.3321395892174314,"score_spread":0.2829633782727011,"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."}}