{"id":"W3047733773","doi":"10.1111/tbj.14003","title":"Donor site aesthetics and morbidity after DIEP flap breast reconstruction—A retrospective multicenter study","year":2020,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"DIEP flap; Medicine; Breast reconstruction; Surgery; Rectus abdominis muscle; Perforator flaps; Abdominal wall; Breast cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004981977,0.0002175778,0.0003885097,0.00007316197,0.0002450733,0.00009831236,0.00009949521,0.00006891117,0.0003279175],"category_scores_gemma":[0.00003846462,0.0001391838,0.0002067459,0.0001517846,0.0002887353,0.0002120289,0.00008859846,0.0007589302,0.00002725463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008103596,"about_ca_system_score_gemma":0.0000556504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002788681,"about_ca_topic_score_gemma":0.00001133909,"domain_scores_codex":[0.998641,0.0002208743,0.0003527889,0.0002814164,0.0002469057,0.0002570534],"domain_scores_gemma":[0.9990157,0.00002854408,0.000170314,0.0002439291,0.0002629571,0.0002784951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001260585,0.0001848041,0.9442999,0.00001717091,0.0003190284,0.0002205056,0.001831202,4.504045e-7,0.001860652,0.000007419113,0.0002067789,0.04979149],"study_design_scores_gemma":[0.001514542,0.0002685282,0.9146176,0.0001033683,0.000299644,0.08087594,0.001218159,0.00005033769,0.0004154072,0.0001362933,0.0003388438,0.0001613481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950734,0.0002400081,0.0003560144,0.003264988,0.0002198342,0.0004789344,0.00004577719,0.00006599659,0.0002550822],"genre_scores_gemma":[0.9981113,0.0001539189,0.0006139035,0.0004519811,0.0005750605,0.00001275306,0.000001812859,0.00002729252,0.00005199742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08065544,"threshold_uncertainty_score":0.567575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195007196131324,"score_gpt":0.240722770666023,"score_spread":0.2287726987047097,"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."}}