{"id":"W2086471183","doi":"10.1097/tp.0b013e318172ca07","title":"Reduced Progression of Diabetic Retinopathy After Islet Cell Transplantation Compared With Intensive Medical Therapy","year":2008,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Transplantation; Diabetic retinopathy; Retinopathy; Islet; Diabetes mellitus; Internal medicine; Surgery; Complication; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001177345,0.0001676119,0.0003359489,0.0001249784,0.00005343631,0.000004042194,0.00004767009,0.0001152766,0.0003949077],"category_scores_gemma":[0.00001815084,0.0001191296,0.0000656964,0.000195884,0.0001703935,0.00008835387,0.000001432552,0.0001486758,0.00001899342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001796596,"about_ca_system_score_gemma":0.0001315684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002025129,"about_ca_topic_score_gemma":0.000002641644,"domain_scores_codex":[0.9985794,0.00008263783,0.0003415402,0.0002309305,0.00058262,0.000182884],"domain_scores_gemma":[0.9992254,0.0001094788,0.0001121968,0.0001488249,0.0002603013,0.0001438082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.04550549,0.001155434,0.2641113,0.002530455,0.0002038304,0.001670558,0.02853477,0.00003331705,0.6502939,0.00002989616,0.000411583,0.005519461],"study_design_scores_gemma":[0.01007709,0.001361971,0.3743096,0.0009687841,0.0002458748,0.0005503495,0.0002441959,0.0002965638,0.6117195,0.00001230211,0.00003178673,0.0001819207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961316,0.000298673,0.0009411168,0.0003246788,0.00009373156,0.0005078947,0.00002710261,0.00007237677,0.001602846],"genre_scores_gemma":[0.9960491,0.002037474,0.0007855186,0.0004876784,0.00005249006,0.00007464144,0.0004082169,0.00002208699,0.00008279129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101983,"threshold_uncertainty_score":0.4857965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162452202825444,"score_gpt":0.2562968634222351,"score_spread":0.2400516431396907,"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."}}