{"id":"W1988491168","doi":"10.1097/tp.0b013e3181bc06b0","title":"Histologic Graft Assessment After Clinical Islet Transplantation","year":2009,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Transplantation; Medicine; Pancreas; Biopsy; Autopsy; Pathology; Islet cell transplantation; Pancreas transplantation; Gastroenterology; Internal medicine; Insulin; Kidney transplantation","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":[0.0002454536,0.0001389636,0.0002655365,0.00009768122,0.00004923496,0.00001374244,0.00003564349,0.0001268886,0.0004262521],"category_scores_gemma":[0.00001234449,0.0001170681,0.0001305131,0.000118245,0.00004214008,0.0001195143,6.554707e-7,0.0001739899,0.000101575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000437398,"about_ca_system_score_gemma":0.00006031893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000817422,"about_ca_topic_score_gemma":0.000003434374,"domain_scores_codex":[0.9988343,0.00008674974,0.0004085717,0.0002519757,0.00023599,0.0001824723],"domain_scores_gemma":[0.9995164,0.0001033305,0.00006536846,0.0001449125,0.00005293861,0.0001170717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.016179,0.003189599,0.7679449,0.00163654,0.0003907642,0.002366144,0.003319722,0.00009198223,0.07914686,0.006631889,0.004802458,0.1143001],"study_design_scores_gemma":[0.004042733,0.0008475907,0.9898713,0.000108006,0.0005857843,0.0001587901,0.00002820027,0.0003238964,0.002520123,0.0004524119,0.0009054199,0.0001557947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966042,0.0001431577,0.01564454,0.001497311,0.0002794204,0.0003206498,0.00002500372,0.0001587146,0.01588921],"genre_scores_gemma":[0.990812,0.0009887806,0.004096896,0.003065212,0.0001428597,0.00002613876,0.0004451051,0.000008865036,0.0004141165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2219263,"threshold_uncertainty_score":0.4773901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668632037077395,"score_gpt":0.3471194094191773,"score_spread":0.3204330890484034,"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."}}