{"id":"W4240791335","doi":"10.1016/j.cps.2013.07.006","title":"Tumescent Liposuction","year":2013,"lang":"en","type":"review","venue":"Clinics in Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Liposuction; Lidocaine; Sedation; Anesthesia; Surgery; Local anesthesia; Intravenous sedation","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":[0.0004607231,0.0009046643,0.001436919,0.003702068,0.0002605705,0.0009076665,0.0006567981,0.0007180284,0.007004084],"category_scores_gemma":[0.001056709,0.0002856767,0.0005580639,0.002637968,0.0005638957,0.001668205,0.00099756,0.001273697,0.001578379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005140199,"about_ca_system_score_gemma":0.0008627225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007284151,"about_ca_topic_score_gemma":0.002552372,"domain_scores_codex":[0.9998153,0.00003166819,0.00004078887,0.00004028976,0.00005478315,0.0000171931],"domain_scores_gemma":[0.9995996,0.0002068208,0.00009823926,0.00001211826,0.00004707785,0.00003620437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007941839,0.00004326497,0.0002889407,0.01815431,0.00007723046,0.0003213241,0.00003489652,0.0001024125,0.0008196054,0.0005428165,0.01208758,0.9674482],"study_design_scores_gemma":[0.0001015953,0.0002633003,0.004402591,0.01834008,0.0007041181,0.009639012,0.0002584084,0.0001515643,0.001225266,0.001083835,0.9637786,0.00005169569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001855517,0.998765,0.00007435757,0.0001145853,0.0001224734,0.000003923942,0.00001414344,0.000005551019,0.0007143959],"genre_scores_gemma":[0.001603658,0.9970118,0.0001621223,0.0002762263,0.0002112981,0.000007023243,0.00003705307,0.000002142955,0.0006887145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007004084,"threshold_uncertainty_score":0.023431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281404595384457,"score_gpt":0.3769946742283221,"score_spread":0.2488542146898763,"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."}}