{"id":"W1503617271","doi":"10.1002/cncr.26543","title":"The clinical and functional outcome for patients with radiation‐induced soft tissue sarcoma","year":2011,"lang":"en","type":"article","venue":"Cancer","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; Princess Margaret Cancer Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Soft tissue sarcoma; Radiation therapy; Sarcoma; Stage (stratigraphy); Angiosarcoma; Soft tissue; Surgery; Cancer; 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":[0.0001127913,0.00006439271,0.0001249891,0.00001297536,0.0001078618,0.000007630465,0.00002768549,0.00003449071,0.00007110944],"category_scores_gemma":[0.00006007226,0.0000352244,0.0000514313,0.00003413381,0.00006138054,0.00003070505,0.00001116855,0.00006724113,0.000005929703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001419889,"about_ca_system_score_gemma":0.00005434724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002148831,"about_ca_topic_score_gemma":0.00001840169,"domain_scores_codex":[0.999486,0.0000128909,0.0001503799,0.0001295999,0.0001046979,0.0001164529],"domain_scores_gemma":[0.9996092,0.00005932811,0.00004562503,0.0001245357,0.00008399751,0.00007731337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002251198,0.00005889223,0.9418699,0.00001108077,0.00006099713,0.00000113381,0.00004346976,7.021482e-8,0.00001091569,0.0002255583,0.001431983,0.05606085],"study_design_scores_gemma":[0.002542085,0.0003327708,0.9529134,0.00001310502,0.00007499546,0.000002402526,0.00001402677,0.00001828955,0.00007491666,0.0001022352,0.04385687,0.00005490492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971598,0.0006786872,0.0004276425,0.0006743461,0.0003749944,0.0004189387,0.000009747314,0.00001697395,0.0002388336],"genre_scores_gemma":[0.9979603,0.0000342687,0.0002804753,0.0004673124,0.0002679924,0.00006966284,0.00001253403,0.00001357518,0.0008938946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05600595,"threshold_uncertainty_score":0.1436409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07257829596158938,"score_gpt":0.3343471377110092,"score_spread":0.2617688417494198,"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."}}