{"id":"W4415477575","doi":"10.1097/gox.0000000000007166","title":"The Mini–Wise Pattern Nipple-Share Technique for Enhanced Nipple Reconstruction","year":2025,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Projection (relational algebra); Breast reconstruction; Component (thermodynamics); Iterative reconstruction; Mammaplasty","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007082833,0.0004518388,0.0009094904,0.0002159726,0.0007141754,0.0002624452,0.0004139701,0.0003381943,0.0002432642],"category_scores_gemma":[0.0008430227,0.0003440998,0.0003919339,0.0007051743,0.0005268136,0.0004124105,0.0002300441,0.00034032,0.00004241902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004839196,"about_ca_system_score_gemma":0.001064411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000196962,"about_ca_topic_score_gemma":0.0002761683,"domain_scores_codex":[0.9971404,0.0001560549,0.0009473494,0.0007950689,0.0002482792,0.0007128572],"domain_scores_gemma":[0.99561,0.002667876,0.0004539732,0.000515849,0.0005302455,0.0002220644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001846281,0.0000755311,0.09270909,0.000177344,0.0004969022,0.0000112794,0.00001863478,0.000001951568,0.001541878,0.0009885302,0.006415196,0.8957174],"study_design_scores_gemma":[0.0231162,0.001475124,0.2304051,0.01753885,0.004138003,0.2948375,0.01006078,0.00200766,0.2685552,0.09676985,0.04505913,0.006036609],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707239,0.0003954725,0.0798967,0.001515208,0.01739399,0.008613126,0.002592494,0.0003117433,0.01855738],"genre_scores_gemma":[0.9898369,0.00008600629,0.006444926,0.0001520262,0.0004441905,0.001799398,0.0003104381,0.00004435188,0.0008817844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8896808,"threshold_uncertainty_score":0.9999011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096677854271673,"score_gpt":0.2906328728429252,"score_spread":0.2696660943002085,"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."}}