{"id":"W2314078431","doi":"10.1097/prs.0000000000000173","title":"Microvascular Modifications to Optimize the Transverse Upper Gracilis Flap for Breast Reconstruction","year":2014,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Breast reconstruction; Anastomosis; Cadaveric spasm; Surgery; Anatomy; Medial compartment of thigh; Costal cartilage; Free flap; Microsurgery; Thigh; Breast cancer; Cartilage; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001417763,0.0005047824,0.001017109,0.0006540894,0.0005159565,0.00008529169,0.0002077764,0.0002624403,0.0003427605],"category_scores_gemma":[0.002057923,0.0003983985,0.001292706,0.0006497642,0.000698293,0.0003217116,0.00004081774,0.0004111288,0.00008644268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901836,"about_ca_system_score_gemma":0.0003353118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004546219,"about_ca_topic_score_gemma":0.00001276053,"domain_scores_codex":[0.9968697,0.0002950316,0.0008755841,0.0009303183,0.0003218677,0.0007074298],"domain_scores_gemma":[0.9936556,0.004116022,0.0002585692,0.000883847,0.0007215285,0.0003643977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001517945,0.0002397193,0.02885931,0.0003086605,0.001617866,0.000009487252,0.0004343146,0.0001398333,0.06359982,0.002827657,0.003269976,0.8971754],"study_design_scores_gemma":[0.009308479,0.0009954928,0.25759,0.003850029,0.006029475,0.06253733,0.006788942,0.00687839,0.5207978,0.01303141,0.1061342,0.006058368],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7941231,0.000129987,0.1991349,0.0008183375,0.002235899,0.001884276,0.000308339,0.0003104992,0.001054685],"genre_scores_gemma":[0.9423447,0.0001399323,0.05505123,0.0003566464,0.0006437653,0.0009536911,0.0001241218,0.0001219594,0.0002640012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.891117,"threshold_uncertainty_score":0.9998468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677239758053701,"score_gpt":0.2371138572126198,"score_spread":0.2203414596320828,"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."}}