{"id":"W2057921691","doi":"10.1097/00007890-201007272-00598","title":"IMPACT OF METABOLIC DEMAND ON ISLET TRANSPLANT SURVIVAL AND TOLERANCE INDUCTION","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Gerontology; Medicine; Internal medicine; Endocrinology; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007019091,0.0001748628,0.0003208093,0.0001980856,0.0002443434,0.000728014,0.000184722,0.0003064899,0.004204569],"category_scores_gemma":[0.001691937,0.00007583942,0.0004070282,0.0002481896,0.0002204825,0.0003658581,0.0003410916,0.0005673257,0.0002612105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006122004,"about_ca_system_score_gemma":0.0006913712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647763,"about_ca_topic_score_gemma":0.002715889,"domain_scores_codex":[0.9997323,0.00009874452,0.00001567785,0.0000272084,0.00003717657,0.00008881903],"domain_scores_gemma":[0.998336,0.0005692329,0.0003967738,0.00008252834,0.00009202548,0.0005234398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1012679,0.003584428,0.7790654,0.00008769547,0.0006846167,0.0006828284,0.0001402017,0.002782635,0.02225162,0.000905662,0.001247067,0.08729976],"study_design_scores_gemma":[0.0002641336,0.005870282,0.9864175,0.00002540306,0.0002871685,0.0004996055,0.0002273604,0.001452048,0.003375645,0.000500721,0.001062246,0.00001801426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997169,0.0006505818,0.00007399171,0.0002768978,0.00002331626,0.000003679786,0.0001426051,0.000003806985,0.001656257],"genre_scores_gemma":[0.9992914,0.0001472357,0.00004138972,0.00004914682,0.00001871,0.00000305607,0.0001278932,0.000003291711,0.0003178677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004204569,"threshold_uncertainty_score":0.01406568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993921587642636,"score_gpt":0.3136742485871338,"score_spread":0.2937350327107074,"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."}}