{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001368897,0.0004955441,0.003620837,0.000838163,0.00004151989,0.00003845856,0.0001081122,0.0007724,0.000278203],"category_scores_gemma":[0.007765094,0.0004039032,0.001249894,0.0005029735,0.000086637,0.00006144188,0.00006825877,0.001216048,0.001165075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552612,"about_ca_system_score_gemma":0.001313339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001310503,"about_ca_topic_score_gemma":0.000001727303,"domain_scores_codex":[0.9963527,0.0002356837,0.001924982,0.0006231957,0.0003412558,0.0005221381],"domain_scores_gemma":[0.9775231,0.02094657,0.0005397839,0.0006415309,0.00009546617,0.0002535464],"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":[0.00001519456,0.0001941397,0.002806871,0.01306431,0.0001279982,0.0002987278,0.000006880735,2.772189e-7,1.994838e-8,0.00001421899,0.04449518,0.9389762],"study_design_scores_gemma":[0.0001409138,0.00002310891,0.0002893143,0.04473676,0.0005764167,0.0000996037,0.000006004646,0.00004081692,7.796945e-8,0.00001017668,0.9537311,0.000345696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003389039,0.9839134,0.00001549237,0.00001572608,0.01460832,0.0004776944,0.000009922978,0.0001183731,0.0005021432],"genre_scores_gemma":[0.0001064213,0.9948545,0.00004082704,0.00004964324,0.002980273,0.0001611988,0.0001782798,0.0001047589,0.001524167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9386305,"threshold_uncertainty_score":0.9998413,"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."}}