{"id":"W3000298404","doi":"10.1177/2513826x19898831","title":"Refractory Donor-Site Seroma Following DIEP Breast Reconstruction","year":2020,"lang":"en","type":"article","venue":"Plastic Surgery Case Studies","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University","funders":"","keywords":"Seroma; Medicine; DIEP flap; Surgery; Breast reconstruction; Complication; Breast cancer; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005317205,0.0004246479,0.0005568046,0.0009481993,0.0008123477,0.001065263,0.0004912394,0.001015648,0.001944776],"category_scores_gemma":[0.003064311,0.0002133332,0.0004873033,0.0007322227,0.0008527808,0.0007585095,0.0005475148,0.001044397,0.0004904858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339063,"about_ca_system_score_gemma":0.0003531665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002874254,"about_ca_topic_score_gemma":0.0004476268,"domain_scores_codex":[0.9996051,0.00008506091,0.00005776107,0.00005490007,0.00007843408,0.0001187903],"domain_scores_gemma":[0.9980912,0.0007395883,0.0006914158,0.0001802583,0.00006845395,0.0002291548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000104798,0.00005272709,0.02966995,0.000254563,0.00002745418,0.9542364,0.0004015303,0.00008105026,0.002084062,0.0002834412,0.0003405426,0.01246346],"study_design_scores_gemma":[0.000005477494,0.00007548464,0.008839748,0.00006003417,0.00001573054,0.9886397,0.0002626805,0.00008532592,0.0008002591,0.0001591552,0.001050512,0.000005905747],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638705,0.02327256,0.0032301,0.0009375697,0.0001961927,0.00008933074,0.0001153663,0.0001044798,0.008183901],"genre_scores_gemma":[0.9953488,0.0031329,0.0003359612,0.0002717484,0.0001576667,0.000009306003,0.00004372766,0.000008650894,0.0006913211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001944776,"threshold_uncertainty_score":0.006505966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707218018527868,"score_gpt":0.2735737480840308,"score_spread":0.2365015678987521,"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."}}