{"id":"W4200424855","doi":"10.1111/ctr.14566","title":"Dual kidney transplants from adult marginal donors: Review and perspective","year":2021,"lang":"en","type":"review","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; United Network for Organ Sharing; Organ donation; Transplantation; Intensive care medicine; Gerontology; Surgery; Liver 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003149293,0.0007108428,0.003916062,0.0001376853,0.0001066784,0.00004821597,0.0001175118,0.0006159307,0.0005860161],"category_scores_gemma":[0.000157754,0.000538625,0.001294239,0.0003185044,0.0001724257,0.0001415691,0.000009419804,0.0008916916,0.0001469431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008472,"about_ca_system_score_gemma":0.0005995456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001410583,"about_ca_topic_score_gemma":0.00002808204,"domain_scores_codex":[0.995716,0.0005590148,0.001799948,0.001151203,0.0004237757,0.0003500662],"domain_scores_gemma":[0.9971806,0.001023571,0.0004310425,0.00042543,0.0002737952,0.0006655772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007262857,0.001209178,0.002207917,0.426623,0.008376039,0.007113648,0.0004630615,7.512528e-8,0.000001018318,0.001411934,0.0009186667,0.5509492],"study_design_scores_gemma":[0.007685478,0.0007289538,0.002406496,0.5840945,0.1042556,0.003453311,0.00006294242,0.000002508553,0.000005301383,0.0001216509,0.2960807,0.001102594],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002495083,0.9913124,0.0003357138,0.0006047937,0.0003924828,0.001651547,0.004156839,0.00008229306,0.001438911],"genre_scores_gemma":[0.000009327629,0.9805208,0.0021068,0.002200023,0.0003746542,0.0001349623,0.01421662,0.00008296326,0.0003537883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5498466,"threshold_uncertainty_score":0.9997065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048590254232737,"score_gpt":0.4568562226749494,"score_spread":0.3519971972516756,"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."}}