{"id":"W4389748463","doi":"10.21037/atm-23-1471","title":"Autogenous breast reconstruction for total mastectomies: a narrative review","year":2023,"lang":"en","type":"review","venue":"Annals of Translational Medicine","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Breast reconstruction; Medicine; DIEP flap; Breast implant; Breast augmentation; Capsular contracture; Mastectomy; Surgery; Implant; Breast surgery; Microsurgery; General surgery; Breast cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002095352,0.0009679671,0.001652087,0.005229115,0.0004838299,0.001825134,0.001014595,0.001493271,0.003428478],"category_scores_gemma":[0.01052372,0.000387182,0.001743912,0.005298567,0.0006592909,0.00201298,0.0009048993,0.0007796112,0.0004349079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361454,"about_ca_system_score_gemma":0.004346868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179134,"about_ca_topic_score_gemma":0.003156161,"domain_scores_codex":[0.9983224,0.0005633406,0.0005948667,0.0001418336,0.0003148245,0.00006277273],"domain_scores_gemma":[0.9938287,0.004264751,0.00128102,0.00006802251,0.000467328,0.00009011827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001839767,0.00004200437,0.0007888867,0.8046399,0.001244393,0.001549053,0.001198626,0.0001322806,0.0004596671,0.002144805,0.01195711,0.1756593],"study_design_scores_gemma":[0.00009089548,0.0002692642,0.00300353,0.7557538,0.007133182,0.006843618,0.001876647,0.00009336032,0.0003988762,0.001078111,0.2234101,0.00004860702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005073731,0.9983761,0.00006559847,0.0002847221,0.0001353717,0.00005231991,0.00006100679,0.000002367382,0.0005151128],"genre_scores_gemma":[0.005962394,0.9928023,0.000276587,0.0004891968,0.0001567056,0.0001010867,0.00006314812,0.000001462582,0.0001470097],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005229115,"threshold_uncertainty_score":0.01146942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1923581019416831,"score_gpt":0.4228848976728241,"score_spread":0.230526795731141,"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."}}