{"id":"W1988670871","doi":"10.1097/tp.0b013e31820437f3","title":"Reduced Progression of Diabetic Microvascular Complications With Islet Cell Transplantation Compared With Intensive Medical Therapy","year":2011,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; University of British Columbia","funders":"","keywords":"Medicine; Transplantation; Diabetic retinopathy; Retinopathy; Diabetes mellitus; Nephropathy; Internal medicine; Diabetic nephropathy; Prospective cohort study; Surgery; 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":[0.0001177784,0.0001701408,0.0003179422,0.0001275385,0.00006116647,0.000005596118,0.00007086137,0.00008839209,0.000257733],"category_scores_gemma":[0.00000741252,0.000113096,0.00005909997,0.0002339217,0.0001809277,0.00008813626,0.000001441314,0.0001301385,0.00001425426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001624743,"about_ca_system_score_gemma":0.0001263805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007303546,"about_ca_topic_score_gemma":0.0000107012,"domain_scores_codex":[0.9987737,0.00006890226,0.0002992238,0.0002454875,0.000441479,0.0001712358],"domain_scores_gemma":[0.9990797,0.00007550224,0.0001337773,0.0002133663,0.0003581732,0.0001394901],"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":[0.01791973,0.001847152,0.1030196,0.001961546,0.0006315007,0.0001942923,0.02541978,0.00003834795,0.841655,0.0003137731,0.0001619976,0.006837216],"study_design_scores_gemma":[0.009265026,0.001381112,0.2628189,0.0009413732,0.0005283841,0.0002387148,0.0005204836,0.0002328271,0.7238483,0.00002561913,0.00002720761,0.0001721283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856942,0.0001772238,0.009044426,0.0002160212,0.0000323449,0.0007150071,0.00002181758,0.00007838775,0.004020561],"genre_scores_gemma":[0.9939258,0.0006664293,0.004293667,0.0003325315,0.00001818882,0.00008435215,0.0006293589,0.00002405514,0.00002564373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1597992,"threshold_uncertainty_score":0.461192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728591013976157,"score_gpt":0.2614038361854002,"score_spread":0.2341179260456386,"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."}}