{"id":"W2011831109","doi":"10.1371/journal.pmed.0010058","title":"Pancreatic Islet Transplantation","year":2004,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research","funders":"","keywords":"Islet; Transplantation; Medicine; Diabetes mellitus; Islet cell transplantation; Intensive care medicine; Insulin; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000193164,0.0004868239,0.002898904,0.0003957755,0.00005513041,0.000006927019,0.0001054043,0.0003182637,0.002231155],"category_scores_gemma":[0.0004572103,0.000305351,0.000312147,0.0004661691,0.0001540413,0.00004223126,0.000009516687,0.0004507633,0.0007552984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200358,"about_ca_system_score_gemma":0.0004360345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002818906,"about_ca_topic_score_gemma":4.041922e-7,"domain_scores_codex":[0.9978258,0.00008551123,0.0007910227,0.0004281247,0.0005468246,0.0003227397],"domain_scores_gemma":[0.9985034,0.0003836993,0.0002609395,0.0004713424,0.00008233183,0.0002982289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008748456,0.0004128806,0.00003451856,0.3885996,0.001740835,0.0005919819,0.0004472118,2.335848e-7,0.00004646444,0.0005684883,0.006044925,0.6014253],"study_design_scores_gemma":[0.002091557,0.0005035408,0.00001234849,0.1832145,0.01767532,0.0004707211,0.0000266546,0.000003638746,0.00001313517,0.00008210498,0.7956485,0.0002579048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003293797,0.9728666,0.000073911,0.0003491749,0.000348488,0.00114707,0.00002600163,0.0001957019,0.02496009],"genre_scores_gemma":[0.00001981768,0.9932231,0.0002627533,0.0005230122,0.001104029,0.0001691635,0.001265298,0.00008105135,0.003351796],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7896036,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06772106985630873,"score_gpt":0.3319559324607541,"score_spread":0.2642348626044453,"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."}}