{"id":"W4386926204","doi":"10.1007/978-3-031-20999-4_19","title":"One Waiting List for Pancreas and Islet Transplantation: The Canadian Experience","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Islet; Pancreas; Transplantation; Organ procurement; Pancreas transplantation; Islet cell transplantation; Medicine; Organ transplantation; Diabetes mellitus; General surgery; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001190312,0.0004631396,0.000336457,0.0007106616,0.01105597,0.003894958,0.001259033,0.002517483,0.02572215],"category_scores_gemma":[0.002416875,0.000265317,0.0003579685,0.002231274,0.002567346,0.001555626,0.001324404,0.005381297,0.001573637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04502625,"about_ca_system_score_gemma":0.1035167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.954663,"about_ca_topic_score_gemma":0.9915843,"domain_scores_codex":[0.9991954,0.00006829364,0.00001404684,0.0000451105,0.0002969348,0.0003802152],"domain_scores_gemma":[0.9983581,0.0002322438,0.0000529825,0.00001873785,0.0003059485,0.001031963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001327338,0.0001501082,0.007796736,0.0001977856,0.00001391733,0.005343928,0.007082519,0.0003813505,0.0004013802,0.04670133,0.7676069,0.1641912],"study_design_scores_gemma":[0.00002234311,0.00004113279,0.007110066,0.0003148515,0.0000219249,0.003544134,0.009401106,0.000135991,0.0000968703,0.002515788,0.9767461,0.00004968418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05666551,0.07343379,0.001095347,0.2792033,0.01214249,0.00006463654,0.0008844426,0.0001124525,0.5763981],"genre_scores_gemma":[0.2881721,0.1323678,0.002719751,0.06038161,0.002686415,0.00004178384,0.0006092535,0.0004055137,0.5126157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04533696,"threshold_uncertainty_score":0.3266899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06081123838475384,"score_gpt":0.2648621323918519,"score_spread":0.204050894007098,"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."}}