{"id":"W1570005489","doi":"10.1177/229255030901700411","title":"Postoperative Seroma Formation After Abdominoplasty with Placement of Continuous Infusion Local Anesthetic Pain Pump","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abdominoplasty; Medicine; Seroma; Surgery; Anesthesia; Local anesthetic; Complication; Anesthetic; Catheter; Plastic surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005431916,0.000642702,0.0006107903,0.001086775,0.000901117,0.0007888738,0.0005775102,0.0009677385,0.001872103],"category_scores_gemma":[0.004935048,0.0003710922,0.0009045135,0.0007362181,0.001085562,0.0006464121,0.0007598465,0.001481824,0.000407054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000479472,"about_ca_system_score_gemma":0.0004907692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009856852,"about_ca_topic_score_gemma":0.0008002379,"domain_scores_codex":[0.9994467,0.00008368498,0.00008024103,0.00005929798,0.0001563653,0.000173821],"domain_scores_gemma":[0.9956078,0.001458823,0.001695534,0.0005359743,0.0001931748,0.0005086233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001626365,0.0003146758,0.08938045,0.0001995211,0.00007680142,0.8790092,0.0007187881,0.0002293652,0.0124884,0.0002708019,0.0002723166,0.01541344],"study_design_scores_gemma":[0.00008921253,0.001492141,0.09461011,0.00003098247,0.0001014928,0.8914468,0.0003221712,0.0006572868,0.009908705,0.0001566903,0.001158811,0.00002553039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913099,0.002231993,0.002293385,0.0002081265,0.000128502,0.00009668825,0.00005560902,0.0001314991,0.003544196],"genre_scores_gemma":[0.9987136,0.0002806512,0.000334466,0.00008399814,0.00005137103,0.000008559618,0.00003113446,0.000009048764,0.0004871984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001872103,"threshold_uncertainty_score":0.006262779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007537847585689194,"score_gpt":0.1914980764384117,"score_spread":0.1839602288527225,"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."}}