{"id":"W2603526812","doi":"10.1245/s10434-017-5806-6","title":"Oncologic Outcome and Quality of Life After Hindquarter Amputation for Sarcoma: Is it Worth it?","year":2017,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"KWF Kankerbestrijding","keywords":"Medicine; Amputation; Sarcoma; Surgical oncology; Surgery; Quality of life (healthcare); Soft tissue sarcoma; Stage (stratigraphy); Hazard ratio; Proportional hazards model; Internal medicine; Soft tissue; Pathology; Confidence interval","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":[0.0009111532,0.0002404174,0.0005166258,0.0007628571,0.000430847,0.001182546,0.0005137714,0.000912229,0.002070705],"category_scores_gemma":[0.00482202,0.0001178769,0.0009340312,0.0009716965,0.0005687895,0.0009879383,0.0006703199,0.001220391,0.0003703942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007282891,"about_ca_system_score_gemma":0.0004575034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001943517,"about_ca_topic_score_gemma":0.004606674,"domain_scores_codex":[0.9993574,0.0001962874,0.00007062202,0.00005293837,0.0001341486,0.0001885768],"domain_scores_gemma":[0.9968085,0.0006046597,0.00130287,0.00007771084,0.0003328923,0.0008734257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001128682,0.0003752081,0.976887,0.0000665488,0.0003157161,0.0003557128,0.0001627133,0.0002827163,0.0002340763,0.00009278734,0.000626876,0.01947197],"study_design_scores_gemma":[0.00002262917,0.0006436503,0.997346,0.00003885623,0.0001497573,0.0004307692,0.0004124604,0.0002559336,0.00005878244,0.0002366638,0.0003853787,0.00001919508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938887,0.002893196,0.00008620029,0.001128193,0.0001101079,0.000007148303,0.0002712261,0.000004425215,0.001610797],"genre_scores_gemma":[0.9987955,0.0004277816,0.0000396345,0.0001492503,0.0001229697,0.000002959,0.0002832197,0.000001759413,0.000176855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002070705,"threshold_uncertainty_score":0.006927192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.29560769860948,"score_gpt":0.4892440940196595,"score_spread":0.1936363954101795,"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."}}