{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007696674,0.001310501,0.004596945,0.01550418,0.00100439,0.003350102,0.001781834,0.002406616,0.004801987],"category_scores_gemma":[0.03754676,0.001000604,0.004614202,0.01694787,0.001475862,0.003357389,0.001534616,0.0012453,0.0004844231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00282301,"about_ca_system_score_gemma":0.01165107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007276181,"about_ca_topic_score_gemma":0.01337627,"domain_scores_codex":[0.9919482,0.002081855,0.003817912,0.0005505824,0.001420594,0.0001808012],"domain_scores_gemma":[0.9647412,0.02645054,0.005494898,0.000534359,0.002555266,0.0002237147],"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":[0.0000986029,0.00002969846,0.001110409,0.8791028,0.001732035,0.0004055019,0.0004944016,0.0001096667,0.0002035658,0.0006206291,0.002727549,0.1133653],"study_design_scores_gemma":[0.00002659916,0.00006997152,0.002073424,0.9572846,0.007587233,0.000843887,0.0004744294,0.00003857188,0.0001433214,0.0002866571,0.03115299,0.00001832113],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006395176,0.9978442,0.0001284824,0.0002542661,0.0001095843,0.0001784196,0.0001927809,0.00000432031,0.000648359],"genre_scores_gemma":[0.00493763,0.9938381,0.0003420617,0.0002923546,0.00006349204,0.0002472991,0.0001712883,0.000003958075,0.0001038819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01550418,"threshold_uncertainty_score":0.04070437,"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."}}