{"id":"W2776061370","doi":"10.1002/jso.24934","title":"The role and outcomes of palliative surgery for retroperitoneal sarcoma","year":2017,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Debulking; Surgery; Palliative surgery; Sarcoma; Resection; Palliative care; Quality of life (healthcare); Surgical oncology; General surgery; Cancer; Nursing; Internal medicine; Ovarian cancer","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":[0.0007916322,0.0004511848,0.001186521,0.001579026,0.0001895937,0.0008646334,0.0007560826,0.0005908543,0.002343491],"category_scores_gemma":[0.002595222,0.0001556739,0.0007706482,0.001362975,0.0004293329,0.0009294527,0.0004950952,0.001090476,0.0002959803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005461942,"about_ca_system_score_gemma":0.000933489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009058689,"about_ca_topic_score_gemma":0.002480467,"domain_scores_codex":[0.9996576,0.00009026304,0.00007894717,0.00005026085,0.0001038777,0.00001909822],"domain_scores_gemma":[0.9987055,0.0009243414,0.0002009655,0.00001702435,0.0001200334,0.00003218341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008209037,0.0000353067,0.0009590315,0.03998842,0.0003437132,0.0001256277,0.0000834977,0.0003578407,0.0002367263,0.001679868,0.01193428,0.9441736],"study_design_scores_gemma":[0.00007446935,0.0003409954,0.01407025,0.1108728,0.001848882,0.005904352,0.0003525575,0.0003311222,0.0004863023,0.005175188,0.860482,0.00006103709],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001158553,0.9994973,0.00001828918,0.0001205794,0.000030543,0.000001218571,0.000008419969,8.789083e-7,0.00020695],"genre_scores_gemma":[0.001374854,0.9983383,0.00004254907,0.00009315053,0.00008042133,0.000002306892,0.00001453199,5.71004e-7,0.00005327527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002343491,"threshold_uncertainty_score":0.007839799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323324750178068,"score_gpt":0.4376130269934407,"score_spread":0.305280551975634,"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."}}