{"id":"W3176046156","doi":"10.1097/prs.0000000000008169","title":"The Transition to Microsurgical Technique for Hepatic Artery Reconstruction in Pediatric Liver Transplantation","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Anastomosis; Thrombosis; Surgery; Microsurgery; Survival rate; Artery; Transplantation; Liver transplantation; Cohort; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004358685,0.000196146,0.0003883265,0.0003363228,0.0001513958,0.00003913568,0.00004437878,0.0001536974,0.00006946533],"category_scores_gemma":[0.000349379,0.000165447,0.0002245504,0.0004966693,0.00008384993,0.000140792,0.000004617782,0.000217189,0.00001207425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173622,"about_ca_system_score_gemma":0.0002782735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001002025,"about_ca_topic_score_gemma":0.0000913726,"domain_scores_codex":[0.9984012,0.000120046,0.0006016195,0.000381438,0.0001755105,0.0003202149],"domain_scores_gemma":[0.995741,0.003668655,0.0001035262,0.0001570456,0.0002104622,0.0001192986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009110741,0.0007092261,0.7573777,0.009950618,0.0003322878,0.003008934,0.003403802,0.00007983091,0.05838657,0.001447504,0.001018794,0.155174],"study_design_scores_gemma":[0.00274202,0.0003200705,0.6235111,0.001129351,0.0008814653,0.01875109,0.0007175691,0.0004608032,0.3482362,0.002047688,0.0003696747,0.0008329767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8654051,0.0001730381,0.1318371,0.0004882322,0.0008179424,0.0009599241,0.0001011788,0.00008566629,0.0001318147],"genre_scores_gemma":[0.9806504,0.005648703,0.01262379,0.0001887505,0.0002312986,0.0004498523,0.0001290985,0.00003524697,0.00004287054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2898497,"threshold_uncertainty_score":0.6746733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255424052058431,"score_gpt":0.244310645169236,"score_spread":0.2317564046486517,"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."}}