{"id":"W1585788365","doi":"10.1111/tri.12650","title":"Clinical islet isolation and transplantation outcomes with deceased cardiac death donors are similar to neurological determination of death donors","year":2015,"lang":"en","type":"article","venue":"Transplant International","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Medicine; Transplantation; Diabetes mellitus; Internal medicine; Endocrinology","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":[0.001407593,0.0001841995,0.0004061988,0.000396102,0.0004446221,0.001267674,0.0002917528,0.0002751529,0.003205013],"category_scores_gemma":[0.004806268,0.0000656934,0.0003607669,0.0006668358,0.0005870512,0.0005769919,0.0007642909,0.000531632,0.0006707218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004284919,"about_ca_system_score_gemma":0.0003583294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003851413,"about_ca_topic_score_gemma":0.0005945296,"domain_scores_codex":[0.999262,0.0001682952,0.0001048229,0.0001492837,0.0001959038,0.0001196123],"domain_scores_gemma":[0.9949762,0.0007773865,0.002474632,0.0003033295,0.0004078728,0.001060538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001165673,0.0002254946,0.9558595,0.0002087283,0.0001224606,0.0009435514,0.0003327193,0.0001514535,0.001622619,0.0001900252,0.0007623112,0.03841544],"study_design_scores_gemma":[0.00003648028,0.001050483,0.9909914,0.0001155146,0.00006077493,0.004013023,0.0007805208,0.000169261,0.0005770494,0.0004161051,0.001771472,0.00001793641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913386,0.003523448,0.0006976677,0.0002191805,0.00007827338,0.0000361897,0.0003077604,0.00001773239,0.003781184],"genre_scores_gemma":[0.9973716,0.001122438,0.0002550742,0.0001454575,0.00004719433,0.00002169858,0.0006502298,0.000007794238,0.00037856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003205013,"threshold_uncertainty_score":0.0107218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04901911585947036,"score_gpt":0.3197780493461695,"score_spread":0.2707589334866992,"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."}}