{"id":"W3083189092","doi":"10.1111/dom.14181","title":"Peri‐transplant glycaemic control as a predictor of pancreas transplant survival","year":2020,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council Canada; Medical Research Council; Royal College of Surgeons of Edinburgh","keywords":"Medicine; Confidence interval; Perioperative; Internal medicine; Area under the curve; Transplantation; Diabetes mellitus; Pancreas transplantation; Proportional hazards model; Urology; Surgery; Gastroenterology; Endocrinology; Kidney transplantation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001483782,0.0002328748,0.000246804,0.00037281,0.0001764264,0.00064421,0.0002120187,0.0002805558,0.001048553],"category_scores_gemma":[0.004688088,0.00009000223,0.0003912945,0.0005432879,0.0003074316,0.0003692399,0.0004191785,0.0008670998,0.0001102908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598819,"about_ca_system_score_gemma":0.0002850667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006762475,"about_ca_topic_score_gemma":0.000561456,"domain_scores_codex":[0.9994947,0.0001511163,0.00006220044,0.00009289671,0.0001240657,0.00007501733],"domain_scores_gemma":[0.9950365,0.001620371,0.002153477,0.000301609,0.0002629421,0.0006249752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003509549,0.00001705233,0.9971738,0.00000772812,0.00004035875,0.00002579499,0.00001298609,0.0001420229,0.0002102658,0.000009174044,0.00003093342,0.001978985],"study_design_scores_gemma":[0.000004600195,0.00015225,0.9984418,0.000005800779,0.00003455639,0.0001594557,0.00002462935,0.0009078633,0.0001627596,0.00003661963,0.00006643333,0.000003297499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985601,0.0006839725,0.0004041338,0.00005546312,0.000008603031,0.000002444822,0.00008690031,0.00000810862,0.0001903161],"genre_scores_gemma":[0.9996969,0.00009369426,0.00007425665,0.00001064745,0.000009220626,0.000001542646,0.00008178754,0.000001845651,0.00003032819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001483782,"threshold_uncertainty_score":0.007847071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239356902055796,"score_gpt":0.2308637139983941,"score_spread":0.2184701449778361,"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."}}