{"id":"W2335413701","doi":"10.3727/096368911x605466","title":"Adverse Events in Clinical Islet Transplantation: One Institutional Experience","year":2012,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adverse effect; Transplantation; Immunosuppression; Islet; Neutropenia; Diabetes mellitus; Internal medicine; Surgery; Insulin; Chemotherapy; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002883313,0.0001144225,0.0002008767,0.0001104393,0.00005617975,0.000001780055,0.00004163985,0.000108919,0.0004081056],"category_scores_gemma":[0.00002110536,0.0001117483,0.00008106856,0.0001790864,0.00006629319,0.0003083791,0.000001890715,0.000156183,0.0002112284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004396518,"about_ca_system_score_gemma":0.00006936313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001770031,"about_ca_topic_score_gemma":0.000004927932,"domain_scores_codex":[0.9988286,0.00007478426,0.0004275044,0.0001819711,0.0002535084,0.0002335572],"domain_scores_gemma":[0.999517,0.0001134697,0.00005783846,0.0001120843,0.00003227714,0.000167354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009149993,0.000920566,0.9778721,0.0004494578,0.00002064104,0.00003368645,0.005400513,0.00006293441,0.01319949,0.0003348961,0.00002988795,0.0007608153],"study_design_scores_gemma":[0.004581687,0.00009383402,0.9716585,0.000188035,0.0001437521,0.0000603297,0.0002999077,0.00009185552,0.02224259,0.00002457269,0.0004771262,0.0001377656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824255,0.0001279986,0.004245009,0.0000832423,0.0004940993,0.0002687396,0.00001787657,0.00004487691,0.01229263],"genre_scores_gemma":[0.9959787,0.0008309234,0.001720269,0.0004811185,0.0002248783,0.00004282932,0.0003941522,0.000009247647,0.0003178685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355318,"threshold_uncertainty_score":0.4556962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04661484906187066,"score_gpt":0.3165668810510824,"score_spread":0.2699520319892117,"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."}}