{"id":"W4213094322","doi":"10.1177/22925503221078693","title":"Complications of Aesthetic Liposuction Performed in Isolation: A Systematic Literature Review and Meta-Analysis","year":2022,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Liposuction; Medicine; Complication; Meta-analysis; Seroma; Systematic review; Confidence interval; Surgery; Observational study; Hematoma; MEDLINE; Internal medicine","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":[0.01472052,0.002883269,0.0163116,0.008361051,0.000677975,0.003556361,0.002035981,0.001986413,0.002574282],"category_scores_gemma":[0.0342126,0.001408385,0.0373413,0.009090688,0.0007320148,0.001653637,0.001495456,0.001672432,0.0002294345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329013,"about_ca_system_score_gemma":0.004033295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004147981,"about_ca_topic_score_gemma":0.00966981,"domain_scores_codex":[0.9894163,0.004766464,0.003239613,0.001075889,0.001192122,0.0003095792],"domain_scores_gemma":[0.9747596,0.01826525,0.004216508,0.0007440738,0.00178024,0.0002342199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001468817,0.00003651809,0.005777172,0.4291767,0.5486744,0.0002191487,0.0001006644,0.0004384125,0.0002158494,0.0001279494,0.000408609,0.01335578],"study_design_scores_gemma":[0.0003025044,0.0002321088,0.004944281,0.03645127,0.9560129,0.0002141396,0.00006302548,0.0001324901,0.0001306742,0.000167392,0.00132426,0.00002485465],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003945332,0.9949308,0.0003401306,0.0001090545,0.00008672578,0.0001667209,0.0002635699,0.00001045674,0.0001470484],"genre_scores_gemma":[0.1267987,0.8690299,0.001902375,0.0005266783,0.0002326838,0.0007497869,0.0005695677,0.00001911898,0.0001712378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0163116,"threshold_uncertainty_score":0.07785046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04372783894374004,"score_gpt":0.2692708310249491,"score_spread":0.2255429920812091,"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."}}