{"id":"W2781928541","doi":"10.1002/jso.24902","title":"Surgical morbidity in retroperitoneal sarcoma resection","year":2018,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Resection; Surgery; Sarcoma; Complication; Radiation therapy; Brachytherapy; Quality of life (healthcare)","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":[0.001475736,0.0003898818,0.00425459,0.0006227898,0.00004777835,0.00001824803,0.0002087507,0.0009878339,0.0006775145],"category_scores_gemma":[0.0001171805,0.0002376959,0.001423505,0.0005263456,0.000222022,0.00007612815,0.00009788996,0.001600621,0.0001236116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804225,"about_ca_system_score_gemma":0.001156969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004756112,"about_ca_topic_score_gemma":0.00003742487,"domain_scores_codex":[0.995784,0.00091734,0.001969264,0.0003512406,0.0005488311,0.000429334],"domain_scores_gemma":[0.9967858,0.001169704,0.001081152,0.0002909046,0.0002727126,0.000399682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001145413,0.002966494,0.001165496,0.00148773,0.0004304212,0.0994247,0.00001853321,1.512422e-7,1.210153e-7,0.00007211665,0.006583087,0.8867058],"study_design_scores_gemma":[0.003903111,0.0047847,0.0003775441,0.006247038,0.0009394853,0.06946003,0.000009478862,0.00000140288,0.000001582032,0.0000214443,0.9140897,0.0001644934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004312174,0.9852328,3.730517e-7,0.000813103,0.001195463,0.0004271923,0.000008273422,0.00001114353,0.007999474],"genre_scores_gemma":[0.0008615651,0.9952652,0.0002202511,0.00003156023,0.003315103,0.00002760674,0.00002076401,0.00004272639,0.0002152308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9075066,"threshold_uncertainty_score":0.9692956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120414234213361,"score_gpt":0.4240687799019572,"score_spread":0.3120273564806212,"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."}}