{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005599654,0.0002338485,0.0002100871,0.0004930365,0.0003191808,0.0003457769,0.0001835637,0.0001850261,0.001334396],"category_scores_gemma":[0.002066718,0.00009476468,0.0003141557,0.0004602734,0.0003408575,0.000392187,0.0003258789,0.0004112263,0.0001082941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002887507,"about_ca_system_score_gemma":0.0005315821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003811117,"about_ca_topic_score_gemma":0.0009921981,"domain_scores_codex":[0.99961,0.000102817,0.00005203206,0.00005281346,0.0001139546,0.00006838964],"domain_scores_gemma":[0.9987312,0.0003483637,0.0006622575,0.00004356563,0.0000627113,0.0001519587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000218685,0.00005873541,0.9763435,0.00007837436,0.00002897629,0.001813799,0.0001118433,0.000115591,0.0009061747,0.000101544,0.000187989,0.02003481],"study_design_scores_gemma":[0.00001683532,0.0009563363,0.9687673,0.0000867222,0.00004881433,0.02676548,0.0005669589,0.0003273258,0.001353668,0.00009810892,0.001005844,0.000006555822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972754,0.00175028,0.0004147332,0.00007715067,0.00001454807,0.00001351664,0.00003871104,0.00000533092,0.0004103984],"genre_scores_gemma":[0.9981269,0.001102562,0.0006015375,0.00002392467,0.00002737299,0.00001638929,0.0000583873,0.000001878305,0.0000410065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001334396,"threshold_uncertainty_score":0.00446403,"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."}}