{"id":"W2003271321","doi":"10.1155/2011/979527","title":"Advances and Challenges in Islet Transplantation: Islet Procurement Rates and Lessons Learned from Suboptimal Islet Transplantation","year":2011,"lang":"en","type":"article","venue":"Journal of Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Islet; Transplantation; Medicine; Organ procurement; Immunology; Internal medicine; Insulin","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02047719,0.0006277155,0.001880755,0.001528367,0.0005468704,0.00411984,0.002254804,0.001962608,0.003087977],"category_scores_gemma":[0.02296059,0.0002343393,0.0008355993,0.002594085,0.001644583,0.004180933,0.001173714,0.003421829,0.001348116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002201067,"about_ca_system_score_gemma":0.001994828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083359,"about_ca_topic_score_gemma":0.00183643,"domain_scores_codex":[0.9926617,0.002734618,0.001161435,0.0006832649,0.002449048,0.000309949],"domain_scores_gemma":[0.9741554,0.01761894,0.002521913,0.0008897916,0.003969968,0.000843931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006603286,0.000237784,0.02018101,0.005001805,0.0001938221,0.001056453,0.0007559248,0.002331607,0.003760909,0.006593246,0.01545973,0.9437674],"study_design_scores_gemma":[0.000204374,0.00535485,0.1202598,0.0245314,0.002156862,0.0354191,0.0120283,0.01201629,0.04162152,0.06844139,0.6772582,0.0007078511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0353962,0.9141608,0.008477186,0.03321541,0.001419768,0.00002216765,0.0001265394,0.0001121867,0.007069848],"genre_scores_gemma":[0.2131717,0.7663363,0.008818592,0.006200523,0.003592482,0.00004551664,0.0002240335,0.0001575611,0.001453293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02047719,"threshold_uncertainty_score":0.108295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227158912569297,"score_gpt":0.3091985316923067,"score_spread":0.186482640435377,"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."}}