{"id":"W3203181680","doi":"10.1148/rg.2021210012","title":"Imaging Evaluation of Living Liver Donor Candidates: Techniques, Protocols, and Anatomy","year":2021,"lang":"en","type":"article","venue":"Radiographics","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Economic shortage; Liver parenchyma; Radiology; Surgical planning; Liver transplantation; Living donor liver transplantation; Surgery; Transplantation","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":[0.003195255,0.0005807946,0.0004178151,0.00288593,0.0005948863,0.001388293,0.0007589459,0.000865094,0.005669258],"category_scores_gemma":[0.004712604,0.0002740904,0.000351552,0.001427223,0.0008623707,0.001250182,0.000847114,0.001340696,0.004309854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005782342,"about_ca_system_score_gemma":0.001274797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152478,"about_ca_topic_score_gemma":0.002993151,"domain_scores_codex":[0.9989587,0.0004054809,0.0002082538,0.00006344634,0.0003041242,0.00005989685],"domain_scores_gemma":[0.9986645,0.0004728774,0.000247638,0.0001221041,0.0003748898,0.0001180689],"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":[0.0001967046,0.0001747867,0.01750437,0.002913314,0.0000470341,0.003977391,0.0009251633,0.0006604918,0.01042568,0.005830454,0.06716734,0.8901772],"study_design_scores_gemma":[0.00005706179,0.0005884147,0.05205455,0.00771425,0.0001326177,0.0747862,0.001658518,0.0009581919,0.01314672,0.007311593,0.8414326,0.0001595061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05312653,0.5045556,0.1547187,0.03336648,0.004620627,0.002581388,0.001971991,0.002486385,0.2425723],"genre_scores_gemma":[0.1588216,0.449462,0.3366061,0.008741135,0.006591241,0.002748722,0.003579052,0.0009664255,0.03248383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005669258,"threshold_uncertainty_score":0.0189656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203346645717639,"score_gpt":0.3320325248483635,"score_spread":0.3099990583911871,"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."}}