{"id":"W2071859539","doi":"10.1111/j.1600-6143.2008.02305.x","title":"Financial Issues Constraining the Use of Pancreata Recovered for Islet Transplantation: A White Paper","year":2008,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Resources and Services Administration; National Institutes of Health","keywords":"Medicine; Transplantation; Organ procurement; Islet; Procurement; Intensive care medicine; Diabetes mellitus; Surgery; Business; Marketing; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02136702,0.0007100262,0.0006207346,0.001151806,0.003801326,0.01098974,0.002487377,0.02268932,0.009613401],"category_scores_gemma":[0.03192351,0.0005424662,0.001572088,0.001563155,0.002676024,0.006801396,0.002401164,0.01354487,0.002625618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003144753,"about_ca_system_score_gemma":0.01987272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005173746,"about_ca_topic_score_gemma":0.009264822,"domain_scores_codex":[0.9862091,0.003160249,0.001409781,0.000895877,0.007017219,0.001307829],"domain_scores_gemma":[0.9569908,0.02152234,0.00457101,0.001100892,0.01145632,0.004358522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001309651,0.0002096445,0.003881299,0.0003620005,0.00006104245,0.003706561,0.000664393,0.0005731198,0.001153302,0.04349256,0.8324933,0.1132717],"study_design_scores_gemma":[0.0001041121,0.0001926041,0.005480712,0.002059923,0.00009270739,0.002254651,0.001791376,0.0007218003,0.001376188,0.01437225,0.9713883,0.0001653708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007884627,0.009246051,0.001829586,0.9303085,0.01003895,0.0001406917,0.0002008675,0.00009170039,0.04025904],"genre_scores_gemma":[0.09339007,0.02967133,0.007560351,0.7911568,0.01882289,0.0002684209,0.0004248079,0.0002072353,0.05849812],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02268932,"threshold_uncertainty_score":0.113001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04638238127501819,"score_gpt":0.2742255597122112,"score_spread":0.227843178437193,"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."}}