{"id":"W4381164800","doi":"10.1097/prs.0000000000010823","title":"Staged Mastopexy before Nipple-Sparing Mastectomy: Improving Safety and Appearance in Breast Reconstruction","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mastopexy; Mastectomy; Medicine; Mammaplasty; Surgery; Breast reconstruction; Breast cancer; Plastic 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":[0.0002935972,0.0002198592,0.0001397325,0.0002356734,0.00009025638,0.0001836786,0.0001697634,0.0001293145,0.001880597],"category_scores_gemma":[0.001172989,0.00008566245,0.0002540028,0.0001510854,0.00009291315,0.0001467661,0.000152343,0.0001624243,0.0001607477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001066925,"about_ca_system_score_gemma":0.0002084798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001665017,"about_ca_topic_score_gemma":0.0003345343,"domain_scores_codex":[0.999879,0.00003579534,0.00001087045,0.000015823,0.00003986535,0.00001868664],"domain_scores_gemma":[0.9995967,0.0001246033,0.000161124,0.00003024515,0.00003088133,0.00005654867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004074234,0.001434559,0.512006,0.0004019008,0.0001353062,0.002742727,0.0003551824,0.001644625,0.06138435,0.0002106827,0.0009970748,0.4146134],"study_design_scores_gemma":[0.0002349393,0.007280385,0.953918,0.00006997085,0.00008536361,0.02742768,0.0001293727,0.001657967,0.007049473,0.0001130312,0.002015771,0.00001798763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973098,0.0009087633,0.001021517,0.00004358253,0.00001376741,0.00001682424,0.00002263297,0.00001102885,0.0006519713],"genre_scores_gemma":[0.9976319,0.0004616822,0.00158099,0.00001993029,0.00003096602,0.000007546634,0.00007277804,0.0000027789,0.0001915141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001880597,"threshold_uncertainty_score":0.006291211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382317407593393,"score_gpt":0.2203613228799919,"score_spread":0.2065381488040579,"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."}}