{"id":"W2285261435","doi":"10.1245/s10434-016-5128-0","title":"Same-Day Major Breast Cancer Surgery is Safe: An Analysis of Short-Term Outcomes Using NSQIP Data","year":2016,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto; University Health Network; Ottawa Hospital","funders":"","keywords":"Medicine; Breast cancer; Surgical oncology; Surgery; Odds ratio; Mastectomy; Univariate analysis; Anesthesiology; Confidence interval; Breast surgery; Axillary Lymph Node Dissection; Complication; Cancer; Internal medicine; Anesthesia; Multivariate analysis; Sentinel lymph node","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":[0.0004885045,0.0002317126,0.00103406,0.000175265,0.00005030453,0.000004663641,0.0003805678,0.0002293518,0.0004431259],"category_scores_gemma":[0.00003080396,0.0001537472,0.000360507,0.0002838029,0.0003772226,0.00002002974,0.0003900054,0.00004794551,0.000001996711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003301074,"about_ca_system_score_gemma":0.0002210623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009236275,"about_ca_topic_score_gemma":0.000816216,"domain_scores_codex":[0.9980634,0.0002090638,0.0005691272,0.0005913108,0.0002016503,0.0003654543],"domain_scores_gemma":[0.9981052,0.000309475,0.0002800057,0.000887992,0.0002835725,0.0001337825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005475119,0.0005026803,0.9075623,0.00001848425,0.00474023,0.00003341331,0.00004631293,0.00001214415,0.01262549,0.00002076607,0.002383342,0.07150729],"study_design_scores_gemma":[0.000849159,0.0001648316,0.9446673,0.0000479384,0.001551799,0.00003748966,0.0000563241,0.00004346073,0.01752828,0.00002205227,0.0346852,0.0003461974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858891,0.001230871,0.00007401246,0.008779229,0.0001573509,0.00009175976,0.003583749,0.000007890074,0.0001860437],"genre_scores_gemma":[0.9918788,0.007001619,0.0001047246,0.0004567931,0.0001582343,0.00001304018,0.0002733239,0.00001966714,0.00009379278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07116109,"threshold_uncertainty_score":0.6269629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1488921297214308,"score_gpt":0.4246002768389918,"score_spread":0.275708147117561,"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."}}