{"id":"W4398146406","doi":"10.1097/gox.0000000000005834","title":"Immediate DIEP Breast Reconstruction in a Trans Woman with Breast Cancer","year":2024,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Breast cancer; DIEP flap; Breast reconstruction; Medicine; Oncology; Internal medicine; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003955484,0.0005285814,0.001051419,0.00049211,0.0001377409,0.0002828167,0.0002093968,0.0002619122,0.001195816],"category_scores_gemma":[0.00002990753,0.0004085904,0.0002311773,0.001475034,0.0005534308,0.001122886,0.00007995387,0.0005517123,0.0000810527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008702857,"about_ca_system_score_gemma":0.00153485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861495,"about_ca_topic_score_gemma":0.001985972,"domain_scores_codex":[0.9969472,0.0001382912,0.0007728046,0.0009828317,0.0003843174,0.000774554],"domain_scores_gemma":[0.9983934,0.0005430613,0.0001799436,0.0002759235,0.0001983436,0.0004093298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002464035,0.00008187331,0.4107869,0.0001991853,0.0004183301,0.000460406,0.00007847208,0.00001193007,0.00007905556,0.0003030795,0.0002474381,0.5848693],"study_design_scores_gemma":[0.001636812,0.00007350631,0.5354192,0.003820304,0.0003155408,0.4560704,0.0006749668,0.0005804277,0.00006024097,0.0006459494,0.000157823,0.0005448913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855683,0.0004041192,0.000314911,0.001354459,0.004887374,0.0009795716,0.002289232,0.0002012167,0.004000809],"genre_scores_gemma":[0.9981921,0.0001494785,0.0006560964,0.0000549407,0.0005168371,0.0001801246,0.00009562684,0.00005477238,0.0001000199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5843244,"threshold_uncertainty_score":0.9998366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502702189919346,"score_gpt":0.2641591361305686,"score_spread":0.2491321142313752,"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."}}