{"id":"W2315801818","doi":"10.1097/prs.0b013e31820e9464","title":"Seroma after Lipoabdominoplasty: Fat Thickness of the Abdominal Wall Is Probably a Contributory Factor","year":2011,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Association","funders":"","keywords":"Abdominoplasty; Medicine; Seroma; Liposuction; Surgery; Abdomen; Complication; Body contouring; Dissection (medical); Plastic surgery; Obesity; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008309053,0.0004390839,0.0006230868,0.0006366844,0.0002928838,0.0007323749,0.0003543382,0.001400602,0.003245609],"category_scores_gemma":[0.005705853,0.0002305142,0.0006805809,0.0005262719,0.0007128243,0.0009212128,0.0002587913,0.001785783,0.0005655807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677145,"about_ca_system_score_gemma":0.0001921755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002541663,"about_ca_topic_score_gemma":0.0001528606,"domain_scores_codex":[0.9997106,0.00007109949,0.00005452453,0.00004420706,0.00005587459,0.00006355431],"domain_scores_gemma":[0.9943773,0.002885904,0.001752952,0.0002256774,0.0003055006,0.0004527055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.003510258,0.0003876162,0.5812533,0.001820046,0.0005034208,0.3297313,0.0008800087,0.0003550029,0.007193867,0.001568506,0.009463892,0.06333265],"study_design_scores_gemma":[0.0001767137,0.001308773,0.2869631,0.0004986685,0.0007607051,0.6891797,0.001024124,0.002229779,0.004163456,0.001332382,0.01225299,0.000109453],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058199,0.06817224,0.002462312,0.01518191,0.004160812,0.00004899013,0.0001335328,0.00008789642,0.003932342],"genre_scores_gemma":[0.9785554,0.01212724,0.0005992326,0.001607431,0.005835143,0.000009919516,0.00005942102,0.0000157248,0.001190562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003245609,"threshold_uncertainty_score":0.0108577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179983788168678,"score_gpt":0.2139427945695895,"score_spread":0.1921429566879027,"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."}}