{"id":"W1604020044","doi":"10.1002/lt.23746","title":"Early Allograft Dysfunction: Causes, Recognition, and Management","year":2013,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Liver transplantation; Intensive care medicine; Transplantation; 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":[0.0009883671,0.0009869373,0.0008868635,0.003110077,0.0008479676,0.001336587,0.001416047,0.001463462,0.001093165],"category_scores_gemma":[0.002617176,0.0003007433,0.0004049196,0.001411968,0.0005832526,0.001819845,0.0009644295,0.001902263,0.0005262824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101967,"about_ca_system_score_gemma":0.001347683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916674,"about_ca_topic_score_gemma":0.001602479,"domain_scores_codex":[0.9993506,0.0001277594,0.0001243989,0.00008443977,0.0001579985,0.0001547936],"domain_scores_gemma":[0.9992124,0.0001212865,0.0002300625,0.00002098513,0.0001832278,0.0002320778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002574183,0.0007946218,0.722807,0.0006309622,0.00006462223,0.03344783,0.0004716969,0.001449207,0.0008420658,0.001884896,0.0187513,0.2185984],"study_design_scores_gemma":[0.0001176715,0.0006221559,0.5821993,0.004304393,0.0001850855,0.3593493,0.005858887,0.01251324,0.001084747,0.01637312,0.01718335,0.0002086903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5193924,0.4102256,0.0161934,0.03040909,0.001887499,0.000576595,0.000898952,0.0003963602,0.02002016],"genre_scores_gemma":[0.8607702,0.121145,0.005951541,0.002526967,0.00709221,0.000207954,0.001259512,0.00004767944,0.0009988322],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003110077,"threshold_uncertainty_score":0.007398248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714923996118595,"score_gpt":0.2275499338193498,"score_spread":0.2104006938581638,"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."}}