{"id":"W2160655505","doi":"10.1016/j.ijrobp.2010.06.036","title":"Correlation of Computed Tomography Imaging Features With Pain Response in Patients With Spine Metastases After Radiation Therapy","year":2010,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Kyphosis; Radiology; Radiation therapy; Soft tissue; Vertebral compression fracture; Radiography; Nuclear 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":[],"consensus_categories":[],"category_scores_codex":[0.001421529,0.0002056872,0.0004465378,0.0005722572,0.00002868053,0.00002154727,0.0001945048,0.00008993339,0.00006353163],"category_scores_gemma":[0.0004103722,0.0001524369,0.000130112,0.0003527625,0.00019011,0.0003408474,0.00002347322,0.0004379512,0.00000174723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151276,"about_ca_system_score_gemma":0.0003021596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204639,"about_ca_topic_score_gemma":0.000006944519,"domain_scores_codex":[0.9979304,0.0005455015,0.0006625214,0.0002118037,0.0004769981,0.0001727799],"domain_scores_gemma":[0.997173,0.0004333359,0.00117879,0.000178806,0.0009320551,0.0001039922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01715719,0.001076613,0.8630897,0.0000116571,0.0004943637,0.00004243105,0.0002585997,0.0006866201,0.0005994352,0.0005339336,0.0001993938,0.1158501],"study_design_scores_gemma":[0.01541178,0.002528103,0.9766594,0.00008828002,0.000153767,0.00002003458,0.00004953999,0.002338344,0.0003616803,0.0004915175,0.001754404,0.0001431318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733031,0.0002563746,0.02372654,0.001545644,0.000567431,0.0004759433,0.00005194727,0.00001997303,0.00005298667],"genre_scores_gemma":[0.9887111,0.00003778195,0.009687378,0.001009317,0.0002569097,0.00001594425,0.0002460995,0.00002624283,0.000009240862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.115707,"threshold_uncertainty_score":0.6216195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006498894515930691,"score_gpt":0.2800116372001411,"score_spread":0.2735127426842104,"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."}}