{"id":"W4409252564","doi":"10.1007/s12262-025-04348-2","title":"Comparative Analysis of Postoperative Complications and Outcomes Between Oncoplastic and Conventional Breast-Conserving Surgery in Iranian Females","year":2025,"lang":"en","type":"article","venue":"Indian Journal of Surgery","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Wake Forest University","keywords":"Medicine; Pediatric surgery; Oncoplastic Surgery; Cardiac surgery; Cardiothoracic surgery; Neurosurgery; Plastic surgery; Breast surgery; General surgery; Breast-conserving surgery; Surgery; Mastectomy; Breast cancer; 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":[0.0002715116,0.0001129409,0.0006333852,0.0005933844,0.00006152315,0.00001414409,0.00004765947,0.00004931483,0.000004746981],"category_scores_gemma":[0.00008591789,0.00009877532,0.0001635092,0.0003276259,0.0001856632,0.00001134116,0.00004130762,0.00006881601,1.733833e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002308906,"about_ca_system_score_gemma":0.0001935144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005644505,"about_ca_topic_score_gemma":0.0002157938,"domain_scores_codex":[0.9990975,0.0001056358,0.0004702834,0.0001353663,0.0000841335,0.0001071352],"domain_scores_gemma":[0.9985069,0.0009089575,0.0002816939,0.00008169729,0.0001691682,0.0000515919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005937223,0.00005337916,0.9959242,0.00001757498,0.002162841,0.0000106866,0.0002731615,0.00002063912,0.0004068665,0.00002292988,0.0001231926,0.0009251795],"study_design_scores_gemma":[0.0002538897,0.00001151034,0.9980735,0.000138546,0.0002821743,0.00004206782,0.000540496,0.000003874005,0.0004910278,0.00003510342,0.00005483724,0.00007293035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996324,0.001324766,0.00009401402,0.001965076,0.00005054378,0.00004467366,0.0001487387,0.000001125363,0.00004707169],"genre_scores_gemma":[0.9995618,0.00013925,0.00009499886,0.0001324142,0.00001211734,0.000003747942,0.00004495195,0.000003212046,0.000007506871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00323781,"threshold_uncertainty_score":0.4027941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0387140822551427,"score_gpt":0.3168194285203461,"score_spread":0.2781053462652033,"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."}}