{"id":"W2594624504","doi":"10.1051/sicotj/2017010","title":"Management of soft-tissue sarcomas; treatment strategies, staging, and outcomes","year":2017,"lang":"en","type":"article","venue":"SICOT-J","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Mount Sinai Hospital; University of Toronto; Ontario Institute for Cancer Research","funders":"National Institutes of Health; Wellcome Trust; Howard Hughes Medical Institute","keywords":"Soft tissue; Medicine; Multidisciplinary team; Soft tissue sarcoma; Adjuvant radiotherapy; Multidisciplinary approach; Surgical resection; Adjuvant; Radiation therapy; Radiology; Oncology; Nursing","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":[0.0004974626,0.0002494022,0.0002865581,0.0007414324,0.0003252094,0.0006356121,0.0002501705,0.0003521259,0.0009075864],"category_scores_gemma":[0.001389351,0.00004771976,0.0002067508,0.0004896556,0.0002612994,0.0004746536,0.0002953905,0.0005219976,0.0003832834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006431027,"about_ca_system_score_gemma":0.0008372985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001055777,"about_ca_topic_score_gemma":0.002710436,"domain_scores_codex":[0.999774,0.00006205867,0.00003163745,0.00001763256,0.00008474296,0.00002995471],"domain_scores_gemma":[0.9997298,0.00005263474,0.00008253037,0.000005272494,0.00006596615,0.0000636138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001231288,0.0002139146,0.06423026,0.001478381,0.00008681444,0.004095408,0.0004419681,0.00237683,0.002638369,0.003909891,0.0214215,0.8989835],"study_design_scores_gemma":[0.0001346611,0.002121677,0.2909903,0.0131916,0.0006350796,0.1709883,0.005280389,0.008781441,0.006739974,0.02266401,0.4783116,0.0001609751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1275144,0.78132,0.01494321,0.01745815,0.001054308,0.000173878,0.000355257,0.0001664857,0.05701435],"genre_scores_gemma":[0.5325905,0.4445657,0.01262974,0.003249766,0.001676314,0.0001087418,0.0007798442,0.00005977234,0.004339626],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001055777,"threshold_uncertainty_score":0.00466609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020813475825626,"score_gpt":0.3352924741184701,"score_spread":0.3050843393602138,"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."}}