{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008347741,0.0001799858,0.0006446135,0.0003168656,0.0001523039,0.0003814531,0.0001920036,0.0002456656,0.001879862],"category_scores_gemma":[0.001666918,0.00006780864,0.0003157483,0.0002926613,0.0002699353,0.0002469193,0.0002139865,0.0004568537,0.0001108771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739763,"about_ca_system_score_gemma":0.0002231054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002270631,"about_ca_topic_score_gemma":0.0003083695,"domain_scores_codex":[0.9995809,0.0001787565,0.00003278016,0.00004511663,0.00009962184,0.00006278657],"domain_scores_gemma":[0.9982644,0.000580624,0.0005347705,0.00009931214,0.0000587973,0.0004621714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3981543,0.0294292,0.2142182,0.001035847,0.001438215,0.0005106815,0.00056115,0.001434785,0.05206277,0.0002197652,0.001177007,0.299758],"study_design_scores_gemma":[0.007296689,0.1816971,0.798675,0.00006950544,0.0006565608,0.0005808552,0.0001152489,0.001146908,0.008682786,0.0001516071,0.0009070676,0.00002070972],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988859,0.0005981814,0.00006438291,0.00002327928,0.000009186922,0.00001385893,0.00001878366,0.000008544032,0.0003779077],"genre_scores_gemma":[0.9995143,0.0001490684,0.0001026767,0.00003018345,0.00002204787,0.00001322751,0.0000518289,0.000001308543,0.0001152947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001879862,"threshold_uncertainty_score":0.006288767,"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."}}