{"id":"W2906711800","doi":"10.1002/cncr.31927","title":"Radiotherapy for retroperitoneal liposarcoma: A report from the Transatlantic Retroperitoneal Sarcoma Working Group","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Radiation therapy; Propensity score matching; Liposarcoma; Sarcoma; Grading (engineering); Proportional hazards model; Chemotherapy; Metastasis; Surgery; Soft tissue sarcoma; Oncology; Internal medicine; Radiology; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001569428,0.0002376933,0.0002478831,0.0008093613,0.0001621809,0.0003789472,0.0002760505,0.0004178589,0.0007349195],"category_scores_gemma":[0.001591133,0.0001091352,0.000405907,0.001267888,0.0002759302,0.000206133,0.0003130909,0.0003278842,0.0002760884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003477058,"about_ca_system_score_gemma":0.0007528587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003351051,"about_ca_topic_score_gemma":0.002280837,"domain_scores_codex":[0.9995263,0.0001183211,0.00007810723,0.00009175124,0.0001309156,0.00005456649],"domain_scores_gemma":[0.9981465,0.0004890568,0.0006485824,0.0001495066,0.0004124363,0.0001539489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004049079,0.00008155806,0.8803205,0.0004543033,0.0002920367,0.002818924,0.0006747581,0.0002674854,0.002827535,0.0001517361,0.006044975,0.1056613],"study_design_scores_gemma":[0.00008247422,0.0004519635,0.9318039,0.0005793053,0.0006681919,0.01426753,0.0008413771,0.000338044,0.002518967,0.0001105205,0.0482996,0.00003817206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032491,0.07835624,0.002794257,0.004203098,0.0004171645,0.0001454545,0.002174714,0.00007001086,0.008589936],"genre_scores_gemma":[0.9646882,0.02898958,0.0007691204,0.001924649,0.000391987,0.00007316401,0.00225981,0.00001916888,0.0008842379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003351051,"threshold_uncertainty_score":0.008300066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690912329211614,"score_gpt":0.2931523733666349,"score_spread":0.2662432500745187,"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."}}