{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004048237,0.0005845668,0.001099557,0.0005322684,0.002183118,0.002103787,0.002309404,0.02911275,0.009703916],"category_scores_gemma":[0.04222571,0.0004772066,0.001188973,0.0007046289,0.001884935,0.00201843,0.001086383,0.0239435,0.003814963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00399756,"about_ca_system_score_gemma":0.004065855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009133324,"about_ca_topic_score_gemma":0.01362469,"domain_scores_codex":[0.9974002,0.001009821,0.0004034615,0.0003260281,0.000613171,0.0002474561],"domain_scores_gemma":[0.9659448,0.025108,0.001639356,0.0004087848,0.005471413,0.001427572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00015434,0.00003129002,0.0008700248,0.0002359127,0.00004112506,0.0008715022,0.0002636313,0.00006605917,0.0001391525,0.0009266897,0.9889439,0.007456423],"study_design_scores_gemma":[0.0006087228,0.0003052711,0.007643243,0.003530361,0.0003626976,0.006399862,0.004827192,0.0009794575,0.0008029136,0.007909263,0.9663689,0.0002620092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001516588,0.001664295,0.00009055845,0.949424,0.04571833,0.00001341025,0.0001785056,0.0000140226,0.001380311],"genre_scores_gemma":[0.01608831,0.00154015,0.0002227741,0.9065501,0.07291266,0.00004867415,0.00007503631,0.00002220361,0.002540151],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02911275,"threshold_uncertainty_score":0.03246278,"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."}}