{"id":"W4405548707","doi":"10.1177/22925503241301711","title":"Investigation of Abdominoplasty Without General Anesthesia: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Abdominoplasty; Liposuction; Local anesthesia; Sedation; Anesthesia; CINAHL; Surgery; Plastic surgery","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"],"consensus_categories":[],"category_scores_codex":[0.001234859,0.0005796158,0.005084021,0.0006194051,0.00003857131,0.00002539465,0.00009208815,0.0003367225,0.00007992376],"category_scores_gemma":[0.004322808,0.0004239817,0.001333456,0.0007000586,0.0001343279,0.00006148824,0.00004542695,0.0005327546,0.0001800921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103948,"about_ca_system_score_gemma":0.002802607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001169629,"about_ca_topic_score_gemma":0.000001524512,"domain_scores_codex":[0.9965413,0.0002657882,0.001727192,0.0005834586,0.0004911202,0.0003911761],"domain_scores_gemma":[0.9891876,0.009213733,0.0006831876,0.0005341502,0.0001196065,0.0002617171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001310788,0.00001816303,0.0008275814,0.8414699,0.0003529023,0.0005898984,0.0000118707,7.332963e-8,0.000001078347,0.000012299,0.03960268,0.1171005],"study_design_scores_gemma":[0.00005552546,0.00001669564,0.00002182436,0.8253316,0.005281394,0.000757423,8.179654e-7,0.00001280288,0.000002729981,0.000001693472,0.1682207,0.0002967942],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002953405,0.9965279,0.00001174003,0.00005121477,0.002128222,0.0007671789,0.00001649077,0.0001412312,0.00006074741],"genre_scores_gemma":[0.00002925174,0.9975373,0.000101226,0.00008833614,0.001389799,0.0002075529,0.0002644728,0.0001208889,0.0002611851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.128618,"threshold_uncertainty_score":0.9998212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023022737367574,"score_gpt":0.3430213788817097,"score_spread":0.2407191051449523,"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."}}