{"id":"W3120787751","doi":"10.1245/s10434-020-09445-y","title":"Postoperative Morbidity After Resection of Recurrent Retroperitoneal Sarcoma: A Report from the Transatlantic Australasian RPS Working Group (TARPSWG)","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Surgical oncology; Perioperative; Surgery; Sarcoma; Incidence (geometry); Metastasis; Complication; Metastasectomy; Cancer; Internal medicine","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":[0.0003878759,0.0001627033,0.0006885781,0.00004441343,0.00005429286,0.000008273422,0.000074933,0.0001878647,0.0004875098],"category_scores_gemma":[0.00005869506,0.0001041509,0.0003272523,0.0002467466,0.0002174478,0.00004249091,0.00004612575,0.0003184323,0.000005873709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006263446,"about_ca_system_score_gemma":0.0001599979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009999163,"about_ca_topic_score_gemma":0.0009682741,"domain_scores_codex":[0.9980448,0.0003857865,0.0006381941,0.0003613808,0.0003141432,0.0002556633],"domain_scores_gemma":[0.9985451,0.0005134629,0.0001975256,0.000359623,0.0002637588,0.0001205492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00924321,0.009852592,0.8040908,0.00008422558,0.001488356,0.04800473,0.001783581,0.000005246911,0.004028893,0.0005245247,0.009309106,0.1115848],"study_design_scores_gemma":[0.002596063,0.002726888,0.7214498,0.0004086716,0.0002918629,0.001881762,0.0003918438,0.00001502133,0.01828083,0.0001291537,0.2516867,0.0001413762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537631,0.004231093,0.000005497604,0.03906581,0.0002966331,0.000266908,0.00003565693,0.00001217442,0.002323172],"genre_scores_gemma":[0.9945739,0.00425204,0.0002715429,0.000342429,0.0002797153,0.00005543621,0.0001423838,0.00001302139,0.00006954252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2423776,"threshold_uncertainty_score":0.533789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09031964063475419,"score_gpt":0.3683475566046167,"score_spread":0.2780279159698625,"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."}}