{"id":"W2115241372","doi":"10.1016/j.ijrobp.2004.03.009","title":"Radiation response: An additional unique signature of myxoid liposarcoma","year":2004,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Nuclear medicine; Liposarcoma; Radiation therapy; Myxoid liposarcoma; Sarcoma; Radiology; 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":[0.0005833054,0.0002171981,0.0005104786,0.0003036573,0.00006586015,0.00001757647,0.0003003408,0.0003332529,0.0004410879],"category_scores_gemma":[0.000563309,0.0001891712,0.0003062855,0.0002143312,0.0001811706,0.0003651128,0.00003519964,0.000462677,0.00002388638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130366,"about_ca_system_score_gemma":0.001288593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002276876,"about_ca_topic_score_gemma":0.000004396891,"domain_scores_codex":[0.9979667,0.0003407057,0.0008303824,0.00023604,0.0004251443,0.0002010099],"domain_scores_gemma":[0.9965876,0.0007569189,0.001184203,0.0001929419,0.001093705,0.0001846417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01091124,0.01174767,0.3601078,0.0000322953,0.003418574,0.0007406914,0.00207169,0.00514851,0.04885245,0.08861454,0.01111468,0.4572398],"study_design_scores_gemma":[0.02802145,0.01090138,0.7397354,0.0003683128,0.0005501365,0.001875112,0.0002602682,0.0006272609,0.06001775,0.05921466,0.09790847,0.0005197569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983793,0.001290721,0.00345648,0.008663213,0.0013619,0.0003281475,0.0007818909,0.00004364673,0.0002809922],"genre_scores_gemma":[0.9885796,0.0004931989,0.006774733,0.001183676,0.001857215,0.00002404397,0.001033132,0.00003021879,0.00002423835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4567201,"threshold_uncertainty_score":0.7714176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821186526096322,"score_gpt":0.3335769036037488,"score_spread":0.3153650383427856,"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."}}