{"id":"W4225319370","doi":"10.1097/prs.0000000000009253","title":"Nerve Blocks in Breast Plastic Surgery: Outcomes, Complications, and Comparative Efficacy","year":2022,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Anesthesia; Surgery; Breast reconstruction; Nerve block; Anesthetic; Postoperative nausea and vomiting; Breast surgery; Nausea; Axillary nerve; Breast augmentation; Plastic surgery; Reconstructive surgery; Vomiting; Seroma; Complication; Breast cancer; Brachial plexus; Implant; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000832414,0.000854263,0.004797753,0.001538454,0.0002083039,0.00005453521,0.0001580308,0.0002466535,0.001987884],"category_scores_gemma":[0.001749229,0.0007403776,0.0008462113,0.0009555435,0.0004311102,0.00009336256,0.0001438527,0.0009925074,0.0001296065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004162804,"about_ca_system_score_gemma":0.0008566578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007076376,"about_ca_topic_score_gemma":0.00001316593,"domain_scores_codex":[0.9955462,0.0007804932,0.001533155,0.001044046,0.0004706031,0.0006255593],"domain_scores_gemma":[0.9085996,0.0897416,0.0007923268,0.0005128257,0.00006703202,0.0002866355],"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":[0.0001343163,0.0004951163,0.323207,0.007703654,0.001256892,0.0006591158,0.0001228575,0.00000536784,4.487407e-8,0.0002447686,0.01189016,0.6542808],"study_design_scores_gemma":[0.0003179073,0.0000279841,0.2429411,0.008799241,0.00115394,0.00256447,0.0001848012,0.00004282813,2.135401e-8,0.00001550972,0.7433035,0.0006486856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008656757,0.984829,0.00005925511,0.0001366126,0.00132719,0.002395455,0.0009568461,0.0001891517,0.001449726],"genre_scores_gemma":[0.003325778,0.9919083,0.0001671223,0.0001612682,0.0001468796,0.001020296,0.002973518,0.0001085285,0.0001883448],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7314134,"threshold_uncertainty_score":0.9995047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09297490462384998,"score_gpt":0.3156551468678078,"score_spread":0.2226802422439578,"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."}}