{"id":"W4396214052","doi":"10.1007/s00266-024-04040-y","title":"Exploring Complication Rates: A Comparative Study of Breast Reduction and Combined Breast Reduction with Abdominoplasty","year":2024,"lang":"en","type":"article","venue":"Aesthetic Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Abdominoplasty; Breast reduction; Medicine; Plastic surgery; Otorhinolaryngology; Mammaplasty; Reduction (mathematics); Breast surgery; Complication; Surgery; Liposuction; Breast cancer; General 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003445352,0.0005904112,0.0009681783,0.001665432,0.0003354963,0.0005913943,0.0008129319,0.000759803,0.00333342],"category_scores_gemma":[0.009084038,0.000350973,0.002536647,0.001869282,0.0008296861,0.0009988638,0.0006361127,0.0007530111,0.0003933839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005070289,"about_ca_system_score_gemma":0.0003290805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009019364,"about_ca_topic_score_gemma":0.001637062,"domain_scores_codex":[0.9955231,0.002347782,0.0005143557,0.0004323668,0.0009024623,0.0002799724],"domain_scores_gemma":[0.9900382,0.006740776,0.001626076,0.0005980906,0.0005863971,0.0004104842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1972724,0.01111154,0.6995511,0.001086376,0.003858964,0.0012936,0.00150306,0.0007393188,0.006042112,0.0002932705,0.0002837673,0.07696448],"study_design_scores_gemma":[0.005241497,0.1710183,0.8096326,0.0001165184,0.003038086,0.002925526,0.002611616,0.001122378,0.002809834,0.0002025484,0.001159876,0.0001212261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99856,0.0006976289,0.0001300286,0.00001069858,0.00001317651,0.00003996154,0.00006925488,0.000002326757,0.0004768753],"genre_scores_gemma":[0.9986773,0.0004811194,0.0003228516,0.00003380674,0.00004787229,0.0000407238,0.0001229268,0.00000616979,0.0002672764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003445352,"threshold_uncertainty_score":0.01822102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08133108070691494,"score_gpt":0.2759441953336288,"score_spread":0.1946131146267139,"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."}}