{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007030543,0.000459394,0.003036722,0.0005285535,0.0001019835,0.00000392965,0.0001062722,0.0003613801,0.0003334145],"category_scores_gemma":[0.0001021477,0.0003204123,0.0008898313,0.0006584841,0.0003146087,0.00009525769,0.000009391575,0.0003505969,0.00002633092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002743327,"about_ca_system_score_gemma":0.0006000377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001894243,"about_ca_topic_score_gemma":0.000005587964,"domain_scores_codex":[0.997115,0.0001058088,0.001547375,0.0004443081,0.0004753747,0.0003121079],"domain_scores_gemma":[0.9976505,0.0005398398,0.0007727203,0.0002589175,0.0005980654,0.0001799338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001136468,0.00003373041,0.000001467265,0.1157694,0.0008529499,0.000005944552,0.0001539703,3.627556e-7,0.000001213013,0.0001690219,0.002505594,0.8803927],"study_design_scores_gemma":[0.001819787,0.0007293773,0.00005717342,0.5504813,0.005751236,0.1498174,0.0001568534,0.00003124988,0.000002731467,0.0008130378,0.2898349,0.0005049698],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001877716,0.9897822,0.0001511886,0.004748651,0.0009293424,0.002914638,0.0009494711,0.00009734299,0.0004084032],"genre_scores_gemma":[0.00001150496,0.9950926,0.0004741891,0.0001123807,0.001370901,0.0002451342,0.001919571,0.0000710594,0.0007026079],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8798878,"threshold_uncertainty_score":0.9999248,"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."}}