{"id":"W4210967102","doi":"10.1007/978-3-030-48363-0_24","title":"Retroperitoneal and Extremity Soft Tissue Sarcomas","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Amputation; Soft tissue; Soft tissue sarcoma; Sarcoma; Metastasectomy; Clear-cell sarcoma; Perioperative; Radiology; Radiation therapy; Surgery; Metastasis; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001377388,0.0004413072,0.0002992187,0.0007953952,0.0003807351,0.001150392,0.0004236622,0.0005963697,0.03679794],"category_scores_gemma":[0.0003247196,0.0002007175,0.0002430833,0.0007887912,0.0005228315,0.0008761866,0.0007732302,0.001385575,0.009868975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004915986,"about_ca_system_score_gemma":0.0006048033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089001,"about_ca_topic_score_gemma":0.005306345,"domain_scores_codex":[0.9999146,0.00001623807,0.000004094737,0.000009217473,0.00004415868,0.00001175757],"domain_scores_gemma":[0.999912,0.00004996706,0.000005634202,0.000006009641,0.00001421372,0.00001221066],"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":[0.00003144923,0.0001266565,0.0003368639,0.000551144,0.000009200186,0.00137115,0.0004136218,0.001316051,0.002276684,0.08181535,0.3677293,0.5440225],"study_design_scores_gemma":[0.000001964205,0.000014051,0.0003475556,0.0001712826,0.000002797441,0.001890279,0.00004476951,0.00008304284,0.000176807,0.006998433,0.9902654,0.000003597792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002041559,0.1242378,0.00279135,0.002316913,0.003980893,0.00004125111,0.0001378578,0.0001011553,0.8643511],"genre_scores_gemma":[0.006751947,0.0544787,0.001910526,0.001760435,0.001604655,0.00002637162,0.0001310455,0.00005045013,0.9332859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03679794,"threshold_uncertainty_score":0.1231014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218874540981116,"score_gpt":0.2663005293153826,"score_spread":0.2341117839055715,"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."}}