{"id":"W2138156659","doi":"10.1245/s10434-011-1950-6","title":"A Comparison of Surgical Complications Between Immediate Breast Reconstruction and Mastectomy: The Impact on Delivery of Chemotherapy—An Analysis of 391 Procedures","year":2011,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Mastectomy; Lumpectomy; Breast reconstruction; Surgery; Chemotherapy; Univariate analysis; Surgical oncology; Radiation therapy; Odds ratio; Breast cancer; Confidence interval; Internal medicine; Multivariate analysis; 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":[0.0003882225,0.0001414102,0.001160343,0.0003661464,0.00003475956,0.000001666862,0.00009959879,0.000210571,0.0001809068],"category_scores_gemma":[0.000005470519,0.00008494563,0.000304595,0.0004840396,0.0007511402,0.00006001145,0.0000224819,0.0001739553,6.922226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001611574,"about_ca_system_score_gemma":0.0001411464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004901827,"about_ca_topic_score_gemma":0.00003843286,"domain_scores_codex":[0.9985237,0.0001710166,0.00077417,0.0001943007,0.0001691391,0.0001676879],"domain_scores_gemma":[0.9981418,0.0004383354,0.000712156,0.0002194086,0.0003634917,0.0001248411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004116287,0.001068638,0.6732295,0.00009841313,0.001994912,0.000004740993,0.0008181141,0.00002198076,0.0008274706,0.0003419407,0.00004780256,0.3174302],"study_design_scores_gemma":[0.001730346,0.001997323,0.9834805,0.00009703178,0.0008104984,0.002833964,0.0005685193,0.0005086749,0.007621376,0.000155966,0.0001059503,0.0000898796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971108,0.0001528145,0.000008842798,0.0009369865,0.00003426469,0.000224074,0.0001607226,0.000009703574,0.001361763],"genre_scores_gemma":[0.9991645,0.0005695877,0.0001255476,0.00001011904,0.00005710892,0.000005713261,0.00005395383,0.000007962658,0.000005546817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3173403,"threshold_uncertainty_score":0.3463982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09436721720015659,"score_gpt":0.3916156812839441,"score_spread":0.2972484640837875,"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."}}