{"id":"W2044538193","doi":"10.1097/prs.0000000000001125","title":"The Cost Effectiveness of the DIEP Flap Relative to the Muscle-Sparing TRAM Flap in Postmastectomy Breast Reconstruction","year":2015,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"DIEP flap; Medicine; Rectus abdominis muscle; Breast reconstruction; Surgery; Reimbursement; Mastectomy; Cost analysis; Free flap; Breast cancer; Cancer","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":[0.005371425,0.001125591,0.004084401,0.0008994252,0.0005099309,0.00009736505,0.0006907561,0.0007127528,0.00004146235],"category_scores_gemma":[0.005280707,0.0005918425,0.002211706,0.002443827,0.001749476,0.0003569456,0.0003856169,0.002300344,0.00004460646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123496,"about_ca_system_score_gemma":0.002556604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001361968,"about_ca_topic_score_gemma":0.0001323797,"domain_scores_codex":[0.9910671,0.003788576,0.002175203,0.001226377,0.0007614255,0.000981332],"domain_scores_gemma":[0.9740712,0.0217598,0.001543042,0.001499489,0.0008282663,0.0002981907],"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":[0.0003950747,0.00006928445,0.004747764,0.003157756,0.001003735,0.00002573646,0.00009873024,0.000005545422,0.00003682528,0.0002647689,0.0001055678,0.9900892],"study_design_scores_gemma":[0.002697672,0.0003920769,0.1038253,0.2194191,0.007037089,0.04986295,0.001937546,0.00005770267,0.001117338,0.002251228,0.6079059,0.003496072],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06337878,0.9043317,0.0008624995,0.000116627,0.01308488,0.01412365,0.0007309167,0.0002573019,0.003113576],"genre_scores_gemma":[0.03586064,0.9587421,0.0006019801,0.000036517,0.0008713232,0.003141594,0.0001417592,0.0004089578,0.0001950915],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9865931,"threshold_uncertainty_score":0.9996533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001807450914023,"score_gpt":0.297371222905994,"score_spread":0.2573531483968538,"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."}}