{"id":"W2999293652","doi":"10.1097/sla.0000000000003753","title":"How to Handle Arterial Conduits in Liver Transplantation? Evidence From the First Multicenter Risk Analysis","year":2020,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Electrical conduit; Multicenter study; Risk assessment; MEDLINE","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":[0.01452851,0.0006665616,0.001137764,0.001086569,0.0003455851,0.002536857,0.00112042,0.0009075104,0.003944875],"category_scores_gemma":[0.04963652,0.0003147787,0.002174562,0.001809411,0.0005978913,0.001289809,0.0008833324,0.0009170623,0.0005384922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008095441,"about_ca_system_score_gemma":0.001395525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195449,"about_ca_topic_score_gemma":0.001664807,"domain_scores_codex":[0.991688,0.004613609,0.001225081,0.0009350522,0.001250243,0.0002879651],"domain_scores_gemma":[0.9411364,0.02559691,0.02297335,0.00432628,0.004751491,0.001215619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01454742,0.0007580641,0.6867042,0.009864308,0.01497681,0.0003286411,0.0009853824,0.000480484,0.0006158106,0.001667845,0.005023071,0.264048],"study_design_scores_gemma":[0.00345225,0.006486181,0.8870333,0.02523992,0.03541897,0.002116512,0.001904061,0.001883926,0.001399469,0.001791042,0.03311463,0.0001595719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6500656,0.3328393,0.002615651,0.00569553,0.0006043922,0.0002590085,0.001348248,0.00003717739,0.006535035],"genre_scores_gemma":[0.9368511,0.05715207,0.002407664,0.001076131,0.001347639,0.0001160651,0.0007974872,0.00003185518,0.0002198944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452851,"threshold_uncertainty_score":0.07683504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1895166061581943,"score_gpt":0.3362212653598008,"score_spread":0.1467046592016065,"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."}}