{"id":"W2889452397","doi":"10.21037/cco.2018.08.05","title":"Decision-making for palliative versus curative intent treatment of retroperitoneal sarcoma (RPS)","year":2018,"lang":"en","type":"review","venue":"Chinese Clinical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Curative treatment; Palliative treatment; Quality of life (healthcare); General surgery; Palliative care; Surgery; Sarcoma; Selection (genetic algorithm); Resection; Variety (cybernetics); Intensive care medicine; Nursing; Pathology; Disease","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":[0.0009684191,0.0005372546,0.001139236,0.002101168,0.0003538913,0.001075063,0.0008598538,0.000984038,0.00291895],"category_scores_gemma":[0.003596973,0.0001834463,0.0008311479,0.001760353,0.0005707891,0.001289967,0.0005413257,0.001253634,0.0005158704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007571945,"about_ca_system_score_gemma":0.002054177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001681585,"about_ca_topic_score_gemma":0.004001928,"domain_scores_codex":[0.9995856,0.0001133959,0.0001032284,0.00006291903,0.0001122168,0.0000226496],"domain_scores_gemma":[0.9986958,0.0009525481,0.0001589882,0.00001689131,0.0001376263,0.00003821364],"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":[0.00004771437,0.00003011179,0.0005845387,0.0372259,0.0002454614,0.0003367529,0.000117245,0.0004720901,0.0002297513,0.00310563,0.02413919,0.9334657],"study_design_scores_gemma":[0.00005643967,0.0001304771,0.003637362,0.08528572,0.00124705,0.006628131,0.0005354267,0.0003559741,0.0003849573,0.009364543,0.8923104,0.00006347614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001730564,0.9977678,0.0001601794,0.0009362273,0.0001776347,0.000007047227,0.00002562191,0.000003551563,0.000748899],"genre_scores_gemma":[0.001889684,0.9970114,0.0002878953,0.0004301056,0.0002142117,0.000007732818,0.00003376094,0.000001035873,0.0001240989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00291895,"threshold_uncertainty_score":0.00976491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3196378927880859,"score_gpt":0.5785947949401427,"score_spread":0.2589569021520568,"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."}}