{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004900104,0.001052458,0.002747881,0.0006344868,0.000166253,0.00005384727,0.0003680608,0.001736113,0.001865353],"category_scores_gemma":[0.002224849,0.0007499864,0.001649817,0.000381403,0.001239711,0.0001939314,0.00020456,0.003308493,0.0001400591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116231,"about_ca_system_score_gemma":0.001643563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001597264,"about_ca_topic_score_gemma":0.00002012009,"domain_scores_codex":[0.9946599,0.0004879709,0.001490454,0.001139082,0.00104023,0.00118236],"domain_scores_gemma":[0.9884726,0.007978423,0.001247074,0.001218177,0.000831306,0.0002524666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002511335,0.0001643863,0.2260306,0.002285182,0.002101812,0.001650748,0.0008680468,1.4146e-7,0.0003373052,0.000007439039,0.7544634,0.00957951],"study_design_scores_gemma":[0.006383609,0.0005401494,0.3356504,0.02491582,0.006276316,0.006470919,0.0003821725,0.0001520215,0.0136559,0.0008508991,0.599303,0.005418756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492606,0.001397272,0.0001303678,0.026672,0.01667858,0.001785065,0.002011765,0.0002068821,0.001857454],"genre_scores_gemma":[0.8699718,0.0001287843,0.0003634125,0.1101843,0.01171141,0.0005260206,0.000164692,0.0004049548,0.006544697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1551604,"threshold_uncertainty_score":0.9995598,"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."}}