{"id":"W4417067558","doi":"10.1016/j.cps.2025.11.012","title":"Breast Implant Malposition","year":2025,"lang":"en","type":"article","venue":"Clinics in Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact; Institute of Cosmetic and Laser Surgery","funders":"","keywords":"Implant; Breast implant; Complication; Breast augmentation; Capsular contracture; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004359984,0.0007616469,0.0004300999,0.001785118,0.001201391,0.001505532,0.0006307509,0.001216009,0.0368826],"category_scores_gemma":[0.002761308,0.0002705815,0.001079296,0.001167288,0.0006715632,0.0006298186,0.0007982727,0.00169211,0.00580516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007863168,"about_ca_system_score_gemma":0.0008962682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006122301,"about_ca_topic_score_gemma":0.0009430166,"domain_scores_codex":[0.9991816,0.00005534304,0.00009213409,0.0001134649,0.0003686721,0.0001887059],"domain_scores_gemma":[0.9989893,0.000290768,0.0002636397,0.0001683257,0.0001354144,0.0001525843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001144663,0.0006646581,0.1916492,0.0005194655,0.0001773089,0.2910349,0.0006511423,0.0004648379,0.03141674,0.00521493,0.01847322,0.4585888],"study_design_scores_gemma":[0.00004054861,0.0004928749,0.06696771,0.0001519776,0.0001002905,0.8534203,0.0005196541,0.0005808473,0.01317992,0.00109469,0.06340542,0.00004579081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7026779,0.01754269,0.0112958,0.009322997,0.006289124,0.0003684312,0.001796572,0.0008833281,0.2498232],"genre_scores_gemma":[0.9334843,0.002669253,0.001935356,0.002632744,0.0005884971,0.00004756688,0.0005636903,0.0001470895,0.05793153],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0368826,"threshold_uncertainty_score":0.1233846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098768180706117,"score_gpt":0.2958122398260229,"score_spread":0.2748245580189617,"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."}}