{"id":"W2312351971","doi":"10.1097/01.prs.0000396865.86920.4b","title":"178: A COMPARISON OF POSTOPERATIVE COMPLICATIONS BETWEEN MASTECTOMY AND IMMEDIATE BREAST RECONSTRUCTION: IMPACT ON INITIATION OF CHEMOTHERAPY","year":2011,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Mastectomy; Breast reconstruction; Reconstructive surgery; Chemotherapy; Breast surgery; Surgery; Breast cancer; General surgery; Plastic surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002100422,0.0002884988,0.0009960497,0.0005968945,0.00009138753,0.00000850972,0.0000559945,0.0001825046,0.0003150724],"category_scores_gemma":[0.00009551136,0.0002339686,0.0002175429,0.0003668702,0.0007184313,0.000212897,0.00001945877,0.000281623,0.000009374052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007943455,"about_ca_system_score_gemma":0.0002431563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008608217,"about_ca_topic_score_gemma":0.00000543055,"domain_scores_codex":[0.9982121,0.0001130115,0.0008570998,0.0003519015,0.0002161483,0.0002497439],"domain_scores_gemma":[0.9970307,0.001445576,0.0007096038,0.0002219529,0.0004115731,0.0001805849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009100948,0.0001280262,0.7381291,0.00006327344,0.0003482744,0.000001603658,0.0006110008,0.000001104621,0.00137984,0.0001222671,0.00002221678,0.2582832],"study_design_scores_gemma":[0.001169715,0.0003491229,0.9661891,0.0005285902,0.0001652296,0.01135652,0.0009245494,0.0001207475,0.01863135,0.0003522111,0.000002839407,0.0002100624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963741,0.00005915753,0.0005499073,0.00008371238,0.0005072043,0.0003790957,0.0004455409,0.00004017601,0.001561138],"genre_scores_gemma":[0.9982584,0.00002384617,0.001481815,0.00001232599,0.00008993869,0.00001783429,0.00008568976,0.00002537647,0.000004780934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2580731,"threshold_uncertainty_score":0.9540961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04555704936639596,"score_gpt":0.2883688813771016,"score_spread":0.2428118320107057,"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."}}