{"id":"W2769774772","doi":"10.1097/gox.0000000000001553","title":"Superficial Soft-Tissue Sarcomas Rarely Require Advanced Soft-Tissue Reconstruction following Resection","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Soft tissue; Surgery; Soft tissue sarcoma; Amputation; Reconstructive surgery; Sarcoma; Complication; Rotation flap; Pathology","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":[0.0003846964,0.0001660872,0.0002765497,0.0004920759,0.00026365,0.0004435978,0.0002452425,0.0003491599,0.00356236],"category_scores_gemma":[0.002823085,0.0001516773,0.000373328,0.0005611291,0.0002726166,0.000373589,0.0003355961,0.0002657791,0.00081626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249438,"about_ca_system_score_gemma":0.0003148639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004370587,"about_ca_topic_score_gemma":0.001349131,"domain_scores_codex":[0.9996516,0.000055539,0.00005619024,0.00004802137,0.00008921073,0.0000993452],"domain_scores_gemma":[0.9976501,0.0005378377,0.001319933,0.0001285298,0.0001090613,0.0002545669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001311275,0.0000483256,0.9690684,0.00006752637,0.00004577506,0.009807845,0.0001126726,0.0001489867,0.002668933,0.00008135538,0.0003365242,0.01748248],"study_design_scores_gemma":[0.00001775971,0.0004060215,0.8454211,0.00007309039,0.00006697583,0.1479285,0.0003517466,0.0006493829,0.002450813,0.0001725318,0.002448956,0.00001300711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973152,0.0006916974,0.0006016432,0.00003705682,0.000008751595,0.00001533068,0.0000885617,0.00002640208,0.00121531],"genre_scores_gemma":[0.9989023,0.0002385491,0.0002737967,0.00004234194,0.00001661812,0.000007034246,0.0002162715,0.000004949215,0.0002978766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00356236,"threshold_uncertainty_score":0.01191729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03753825738465316,"score_gpt":0.3272119880014045,"score_spread":0.2896737306167513,"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."}}