{"id":"W2739636668","doi":"10.1097/gox.0000000000001427","title":"Autologous Latissimus Dorsi Breast Reconstruction Flap Salvage: Microvascular Anastomosis with Serratus Branch","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Surgery; Anastomosis; Thoracodorsal artery; Latissimus dorsi muscle; Breast reconstruction; Breast cancer; Free flap; 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","sts"],"consensus_categories":[],"category_scores_codex":[0.001035764,0.0009157747,0.00220077,0.0003574777,0.001340371,0.0008820756,0.0008937512,0.0005212656,0.0007354084],"category_scores_gemma":[0.001011286,0.0007924195,0.000779175,0.0005563552,0.001990215,0.002002422,0.0005376563,0.0007190758,0.0001135698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006014452,"about_ca_system_score_gemma":0.0012739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187952,"about_ca_topic_score_gemma":0.0003829724,"domain_scores_codex":[0.9952238,0.0003475698,0.00106023,0.001642624,0.0005783209,0.001147469],"domain_scores_gemma":[0.9947918,0.0006149167,0.001156115,0.001971298,0.00082472,0.0006411688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001632873,0.0001466244,0.5838892,0.0001343063,0.001641701,0.0004467136,0.00002933601,0.000003829658,0.00235395,0.0003801424,0.0008639222,0.4084774],"study_design_scores_gemma":[0.002906044,0.0002797941,0.889833,0.002137577,0.0009159611,0.07903652,0.0002701367,0.00005242549,0.01858373,0.002160331,0.002402103,0.001422401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764683,0.000328632,0.002813886,0.0002935972,0.002664276,0.001794277,0.0004197642,0.0003459922,0.01487133],"genre_scores_gemma":[0.9866354,0.0001529407,0.01226,0.0001262091,0.0002790501,0.0001591053,0.0001156454,0.00009307967,0.0001785349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4070551,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723941145912545,"score_gpt":0.2719098435650891,"score_spread":0.2546704321059637,"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."}}