{"id":"W1456185470","doi":"10.1177/229255030701500113","title":"Vertical mammaplasty: Postoperative changes, complications and patient evaluation","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mammaplasty; Surgery; Patient satisfaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042828,0.00007162824,0.0001744971,0.0004172254,0.00009182758,0.00001629128,0.00001718732,0.00006064679,0.00009917511],"category_scores_gemma":[0.0005025747,0.00005918988,0.00004972229,0.0001111353,0.00009744931,0.00005389853,0.000002545954,0.000145879,0.000006888486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585497,"about_ca_system_score_gemma":0.001075426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002592877,"about_ca_topic_score_gemma":0.005259676,"domain_scores_codex":[0.9992602,0.00003300034,0.0002685676,0.00007388926,0.0001749577,0.0001893816],"domain_scores_gemma":[0.9981288,0.0007644885,0.00007702778,0.00005140505,0.000354613,0.000623618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002325807,0.00003509565,0.2335202,0.00002026796,0.0001589526,0.0003375826,0.0005896441,0.00001076089,0.0008313123,0.0002429675,0.005791131,0.7582295],"study_design_scores_gemma":[0.0004575974,0.0001601679,0.9430301,0.0002313768,0.0001642828,0.05129141,0.0005681043,0.000200211,0.0003796684,0.0000375673,0.003384818,0.00009470325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963687,0.0004035632,0.0003902621,0.001000677,0.001445423,0.00008698896,0.00001261581,0.000003028111,0.0002887073],"genre_scores_gemma":[0.9995629,0.00000607519,0.0001006511,0.0001662757,0.0001390824,0.000001140204,0.00001256835,0.00000658813,0.000004761149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7581348,"threshold_uncertainty_score":0.2935023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556956225143203,"score_gpt":0.2581327799525374,"score_spread":0.2225632177011053,"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."}}