{"id":"W1989420379","doi":"10.1002/cncr.21761","title":"Retroperitoneal sarcoma","year":2006,"lang":"en","type":"article","venue":"Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Radiation therapy; Incidence (geometry); Adjuvant radiotherapy; Epidemiology; Sarcoma; Surgery; Geographic variation; Population; Adjuvant; Multivariate analysis; Internal medicine; 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":[0.00001386284,0.0000583764,0.0001057489,0.00002001598,0.00002650343,0.000006420211,0.00001971426,0.00002597403,0.0006938372],"category_scores_gemma":[0.000002779194,0.00004253394,0.00004750624,0.0000599019,0.00002225366,0.00001599483,0.00000792891,0.00003845612,0.00008851023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037615,"about_ca_system_score_gemma":0.00003375563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007006517,"about_ca_topic_score_gemma":0.00005927009,"domain_scores_codex":[0.9996064,0.000004677895,0.00007269663,0.000109496,0.00009001359,0.0001167311],"domain_scores_gemma":[0.9997873,0.000008314373,0.00001427025,0.000124358,0.00002516035,0.00004057178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000036113,0.0002426359,0.906399,0.00001291862,0.00003114719,0.0001699039,0.00001449935,0.000002885105,0.001850871,0.0009185857,0.05340207,0.03691942],"study_design_scores_gemma":[0.000923591,0.00004986538,0.7963894,0.00003542954,0.00005032149,0.00002362094,0.000007277222,0.00001761894,0.009343097,0.00007786229,0.1930272,0.00005469641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627021,0.01082497,0.000004317576,0.002454956,0.0001572832,0.0001142586,0.000007315898,0.00004408864,0.02369072],"genre_scores_gemma":[0.9958665,0.0001393425,0.0002263418,0.0006113518,0.0004662432,0.0000723021,0.00001111421,0.00001099493,0.002595748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1396251,"threshold_uncertainty_score":0.759703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833652940848424,"score_gpt":0.2920988055085558,"score_spread":0.2737622761000715,"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."}}