{"id":"W4383371864","doi":"10.1016/j.bjps.2023.06.075","title":"Perioperative protocols in ambulatory breast reconstruction: A systematic review","year":2023,"lang":"en","type":"review","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"Perioperative; Medicine; Ambulatory; Protocol (science); Breast reconstruction; MEDLINE; Systematic review; Breast surgery; Intensive care medicine; Surgery; Breast cancer; Internal medicine; Cancer; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008680125,0.001302481,0.00796128,0.005067227,0.0006069848,0.003036042,0.002237088,0.002141315,0.006155159],"category_scores_gemma":[0.04124928,0.001204624,0.008938761,0.006388427,0.0010151,0.002793885,0.001999206,0.002300641,0.0003066378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002722515,"about_ca_system_score_gemma":0.009093704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006446184,"about_ca_topic_score_gemma":0.0272644,"domain_scores_codex":[0.9914976,0.002805344,0.003728571,0.0006720878,0.001047274,0.0002490896],"domain_scores_gemma":[0.9727643,0.02014656,0.005353789,0.0003423241,0.001086593,0.000306595],"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":[0.0004429801,0.00003487664,0.0009093451,0.9507231,0.01477695,0.00005794905,0.0001847408,0.00009076102,0.00008975967,0.000143642,0.0007330105,0.03181297],"study_design_scores_gemma":[0.00118559,0.0003375137,0.005204441,0.8077658,0.1727906,0.0002699342,0.0004804413,0.000101663,0.0001443952,0.000317829,0.01133994,0.00006180049],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001269155,0.9978154,0.000123592,0.0001205712,0.00009110355,0.0002412235,0.0001956262,0.000005808196,0.0001375909],"genre_scores_gemma":[0.01710058,0.9809771,0.0007825749,0.0005330507,0.00005125147,0.0003363256,0.0001445874,0.000006302292,0.00006821904],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008680125,"threshold_uncertainty_score":0.04590541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05607703676515029,"score_gpt":0.3409600903038084,"score_spread":0.2848830535386581,"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."}}