{"id":"W4410100014","doi":"10.1177/22925503251336144","title":"Commentary: Patient Preferences and Satisfaction of Nipple Areola Reconstruction with Three-Dimensional Tattoo in the Setting of Bilateral Implant-Based Breast Reconstruction","year":2025,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Implant; Patient satisfaction; Breast reconstruction; Areola; Medicine; Surgery; Breast cancer; Internal medicine","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":[0.0002504216,0.0001336521,0.0003422204,0.000366539,0.00006655592,0.000009651877,0.00002214227,0.00007674519,0.00002841285],"category_scores_gemma":[0.00005077467,0.00008667521,0.00004877379,0.0002915665,0.0001849124,0.000107971,0.00001066707,0.0001605643,2.882053e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003758915,"about_ca_system_score_gemma":0.0001372705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057472,"about_ca_topic_score_gemma":0.001125364,"domain_scores_codex":[0.9989255,0.00009636062,0.0004605659,0.000187606,0.0001836949,0.0001462856],"domain_scores_gemma":[0.9973282,0.002178857,0.0002745625,0.0001033548,0.00008356773,0.00003144631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007669259,0.00003572733,0.7039,0.0001392398,0.00004747967,0.000003077825,0.00004559722,0.00005265374,0.0004594395,0.000006201882,0.0001019967,0.2944416],"study_design_scores_gemma":[0.0008036567,0.0001188265,0.9700791,0.001584889,0.0001153979,0.02311828,0.0004629372,0.002062396,0.001469266,0.00008968541,0.000003426424,0.00009219676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978013,0.00003855023,0.0001520508,0.0003870437,0.00129378,0.0002087306,0.00008507551,0.00001479174,0.00001870038],"genre_scores_gemma":[0.9993185,0.00000474954,0.0005184301,0.00003601151,0.000033374,0.0000149114,0.00006798204,0.000005491755,4.977302e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2943494,"threshold_uncertainty_score":0.3534513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079998824420103,"score_gpt":0.2132186582415921,"score_spread":0.2024186699973911,"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."}}