{"id":"W4411809933","doi":"10.1177/22925503251350906","title":"Oncoplastic Breast Reconstruction Complications and Patient-Reported Outcomes","year":2025,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Breast reconstruction; Breast cancer; Patient satisfaction; Breast surgery; Oncoplastic Surgery; Complication; Odds ratio; Mammaplasty; Univariate analysis; Surgery; Mastectomy; Logistic regression; General surgery; Physical therapy; Cancer; Internal medicine; Multivariate analysis","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":[0.0009672195,0.0001333481,0.0002107301,0.0005710963,0.000212559,0.0005140089,0.0002162841,0.0001713494,0.002905584],"category_scores_gemma":[0.00535193,0.00007676209,0.0002640331,0.0006599214,0.0002840466,0.0003874462,0.0004099165,0.0002950213,0.0001720639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359576,"about_ca_system_score_gemma":0.0002745549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004253954,"about_ca_topic_score_gemma":0.0005570262,"domain_scores_codex":[0.9992651,0.00017989,0.0001319154,0.00008090766,0.0002378603,0.0001043487],"domain_scores_gemma":[0.9939324,0.001437842,0.003701434,0.0001202317,0.0003798337,0.0004282408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005985204,0.00003782677,0.9970896,0.00001909823,0.00002392348,0.00007812605,0.00003477313,0.00004790917,0.00003986305,0.00001032786,0.00007121386,0.002487542],"study_design_scores_gemma":[0.000006436673,0.0002114734,0.997636,0.00001768549,0.00002541794,0.001381245,0.0001254684,0.0001642079,0.000177537,0.0000182149,0.0002320028,0.000004343301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986188,0.0003085602,0.00008250032,0.00004627663,0.000003644538,0.00000991222,0.0003123603,0.000003615079,0.0006142904],"genre_scores_gemma":[0.9995199,0.00006422808,0.00005011126,0.00001331289,0.000004705868,0.000005844908,0.0002722529,7.694597e-7,0.00006903046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002905584,"threshold_uncertainty_score":0.009720147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851215525048947,"score_gpt":0.2511831577915678,"score_spread":0.2326710025410783,"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."}}