{"id":"W2050689272","doi":"10.1097/01.tp.0000113231.90613.0e","title":"TOWARD DEVELOPMENT OF IMAGING MODALITIES FOR ISLETS AFTER TRANSPLANTATION: INSIGHTS FROM THE NATIONAL INSTITUTES OF HEALTH WORKSHOP ON BETA CELL IMAGING","year":2004,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Transplantation; Positron emission tomography; Magnetic resonance imaging; Beta cell; Diabetes mellitus; Type 1 diabetes; Islet; Internal medicine; Endocrinology; Nuclear medicine; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001549992,0.0001241978,0.0002262589,0.0001011508,0.00008845895,0.000009545696,0.00005062804,0.00002730777,0.00002007829],"category_scores_gemma":[0.00001194738,0.00009332017,0.00006847514,0.00009975925,0.00006323816,0.000129298,0.000001774285,0.00006419959,0.000003286942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007291156,"about_ca_system_score_gemma":0.0003445742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007830975,"about_ca_topic_score_gemma":0.00001793871,"domain_scores_codex":[0.9988847,0.00003131695,0.000460765,0.0001660719,0.0003343535,0.0001228011],"domain_scores_gemma":[0.9993379,0.0002756173,0.0001419493,0.00007224218,0.0001330654,0.00003922087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01966447,0.002953002,0.06509505,0.01909957,0.001136308,0.00006563979,0.5907458,0.01180628,0.2006488,0.02642516,0.0007310457,0.06162886],"study_design_scores_gemma":[0.01562265,0.0001586226,0.2739298,0.003964722,0.0004519414,0.00002131271,0.003512714,0.0006396114,0.6960642,0.004490545,0.0007559293,0.000387998],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9264255,0.0009520801,0.06824652,0.00222055,0.0001721676,0.0004885477,0.0001691749,0.00003019754,0.00129523],"genre_scores_gemma":[0.9896455,0.0002080657,0.008142953,0.001151286,0.00006687898,0.00006768386,0.0006870703,0.0000114569,0.00001906393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5872331,"threshold_uncertainty_score":0.3805486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746227693714673,"score_gpt":0.2794369229169112,"score_spread":0.2419746459797645,"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."}}