{"id":"W2888354447","doi":"10.1177/1558944718797336","title":"Morbid Obesity Increases the Risk of Postoperative Wound Complications, Infection, and Repeat Surgical Procedures Following Upper Extremity Limb Salvage Surgery for Soft Tissue Sarcoma","year":2018,"lang":"en","type":"article","venue":"Hand","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Wellcome Trust","keywords":"Medicine; Body mass index; Surgery; Hazard ratio; Wound dehiscence; Confidence interval; Soft tissue; Obesity; Risk factor; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003125934,0.0001420699,0.0003352429,0.00006054924,0.0004713356,0.00004100848,0.00003560433,0.00006421474,0.00003227843],"category_scores_gemma":[0.0007072612,0.00008849492,0.0001422723,0.000111752,0.0002467569,0.00007077675,0.00003868299,0.00007075134,0.000005022098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003605571,"about_ca_system_score_gemma":0.0000873947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128889,"about_ca_topic_score_gemma":0.0004852705,"domain_scores_codex":[0.9991024,0.00009785741,0.0002398778,0.0002594098,0.0001414793,0.0001589587],"domain_scores_gemma":[0.9980254,0.001324498,0.0001043585,0.0002715072,0.0001900705,0.00008422077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001733398,0.0005812158,0.9922308,0.00004325889,0.0001870246,0.00001521771,0.0002350355,2.02661e-7,0.0005018548,0.0000977532,0.002677532,0.00325675],"study_design_scores_gemma":[0.001047786,0.0002453556,0.9784096,0.0001342738,0.0003296499,0.0001758651,0.00006393925,0.00003358904,0.01235256,0.0001950576,0.006917599,0.0000947511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945267,0.003438635,0.0001497337,0.0008069544,0.00005584811,0.0007833511,0.00004690834,0.00002756157,0.0001642891],"genre_scores_gemma":[0.99875,0.0004089121,0.0002652814,0.0001687837,0.0001195731,0.0001491605,0.00004475679,0.00001453985,0.00007904466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01382124,"threshold_uncertainty_score":0.362518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260651911113432,"score_gpt":0.2997903528885033,"score_spread":0.277183833777369,"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."}}