{"id":"W4408446565","doi":"10.1097/sap.0000000000004326","title":"Immediate Autologous Breast Reconstruction in a Patient With Achondroplasia","year":2025,"lang":"en","type":"review","venue":"Annals of Plastic Surgery","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Medicine; Achondroplasia; Breast reconstruction; Surgery; Macroglossia; Short stature; Breast cancer; Dysplasia; Cancer; Pediatrics; Pathology; Tongue; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002477433,0.0003034378,0.001093299,0.0005386599,0.00002525463,0.00001090464,0.0001467967,0.0003117659,0.0000377908],"category_scores_gemma":[0.001448958,0.0002550562,0.0003624641,0.0004709544,0.0001292763,0.000003927518,0.000107689,0.0002241903,0.000009003143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001680192,"about_ca_system_score_gemma":0.001026249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004007959,"about_ca_topic_score_gemma":0.00008439909,"domain_scores_codex":[0.9981291,0.0002786621,0.0005525353,0.0004926595,0.0001844215,0.0003626362],"domain_scores_gemma":[0.9978596,0.001239227,0.0003097922,0.0003304987,0.0001918758,0.00006903422],"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":[0.0001447726,0.00009400975,0.00168844,0.005062364,0.0002609478,0.00006742786,0.000007753233,0.000006023811,0.00001411,0.000003339686,0.00111842,0.9915324],"study_design_scores_gemma":[0.0009543382,0.001247353,0.01375852,0.07997052,0.0006534743,0.002733778,0.000302772,0.00002135903,0.000480735,0.00006862615,0.8973808,0.002427703],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02883747,0.9699148,0.00003510717,0.00001314777,0.0004251813,0.0003525553,0.0002206555,0.000007636788,0.0001934243],"genre_scores_gemma":[0.007764849,0.9916,0.000009464821,0.000009543403,0.00004822063,0.0001258672,0.0003387364,0.00002916194,0.00007418452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9891047,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04039234747563043,"score_gpt":0.3304204031640292,"score_spread":0.2900280556883987,"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."}}