{"id":"W2082182015","doi":"10.1002/lt.22193","title":"The immunosuppressive pipeline: Meeting unmet needs in liver transplantation","year":2010,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Immunosuppression; Liver transplantation; Transplantation; Intensive care medicine; Incidence (geometry); Immunology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004012709,0.0007227369,0.001321797,0.0005897812,0.0003097617,0.0001145835,0.000300661,0.0006515054,0.00008260953],"category_scores_gemma":[0.00002055641,0.0004812576,0.0006777892,0.0007198161,0.0001256765,0.0002721627,0.000008274208,0.001149214,0.0001821272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385709,"about_ca_system_score_gemma":0.0002558074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003157853,"about_ca_topic_score_gemma":0.0004179464,"domain_scores_codex":[0.9966867,0.0003442865,0.001269339,0.0005428143,0.0006116595,0.0005452107],"domain_scores_gemma":[0.9977079,0.001091338,0.0004843721,0.0004417535,0.0001173945,0.0001572438],"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":[0.000840704,0.0002696748,0.00030075,0.06979351,0.0004826009,0.004610214,0.003690757,0.00001545631,0.00003799935,0.0005674794,0.0000300116,0.9193608],"study_design_scores_gemma":[0.01505691,0.0006086421,0.008301361,0.1450122,0.03435268,0.01428651,0.0004344292,0.0004649446,0.0007893596,0.00009909614,0.7779638,0.002630099],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004900522,0.9914834,0.0007561125,0.00005330794,0.0006032151,0.002272493,0.0004823885,0.0001020173,0.003756986],"genre_scores_gemma":[0.001022612,0.9920278,0.00062845,0.00006934091,0.0002000451,0.0002969036,0.004697737,0.0001061768,0.0009509453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9167308,"threshold_uncertainty_score":0.9997639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718691567153105,"score_gpt":0.3156843854147615,"score_spread":0.2884974697432305,"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."}}