{"id":"W2793310377","doi":"10.1093/neuros/nyy059","title":"Histopathological Findings After Reirradiation Compared to First Irradiation of Spinal Bone Metastases With Stereotactic Body Radiotherapy: A Cohort Study","year":2018,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiosurgery; Necrosis; Fibrosis; Radiation therapy; Bone marrow; Surgery; 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":[0.0006890253,0.0002443654,0.0006596259,0.0004219365,0.00007965731,0.00003611136,0.00008273721,0.00003430738,0.0004265054],"category_scores_gemma":[0.0003538769,0.0002003754,0.0001048345,0.0004822539,0.0001177267,0.000150711,0.0000364803,0.000116993,0.00003250291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085789,"about_ca_system_score_gemma":0.00006185464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003342198,"about_ca_topic_score_gemma":0.00001401961,"domain_scores_codex":[0.9977025,0.0001997685,0.0005617505,0.0005317542,0.0007149567,0.0002892037],"domain_scores_gemma":[0.9987006,0.0001184689,0.0002272659,0.0005641885,0.0001580109,0.0002315353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00756387,0.001618023,0.9857175,0.0001352191,0.0001449338,0.0007439477,0.0003729713,0.00001060371,0.0009804853,0.00001174493,0.002398108,0.0003025758],"study_design_scores_gemma":[0.001855294,0.003490915,0.9909625,0.00008006237,0.0005747292,0.00005858721,0.00006770235,0.0003092557,0.00008083838,0.000003056336,0.00233534,0.0001816895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964854,0.00007536647,0.0004160433,0.0006894505,0.0002505897,0.001815908,0.00002195254,0.00007562454,0.0001696963],"genre_scores_gemma":[0.9970133,0.000008445197,0.0008417867,0.001515196,0.0001170632,0.0002218499,0.0000249299,0.00003879705,0.0002185777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005708577,"threshold_uncertainty_score":0.8171071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186582409791414,"score_gpt":0.283407656100658,"score_spread":0.2615418320027439,"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."}}