{"id":"W1977938232","doi":"10.1097/01.tp.0000157274.88555.04","title":"Avoiding Damage to Transplanted Human Islets During Implantation Is Important","year":2005,"lang":"en","type":"letter","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islet; Transplantation; Pancreas; Medicine; Intensive care medicine; Diabetes mellitus; Internal medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002420126,0.0005151322,0.0006682006,0.0006198742,0.0003626099,0.00006166519,0.000127663,0.0006444986,0.001026077],"category_scores_gemma":[0.00001859222,0.0005073036,0.0002332485,0.0002921977,0.0000347185,0.0001807762,0.000004972489,0.001479387,0.0003062495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687114,"about_ca_system_score_gemma":0.00008060958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009921051,"about_ca_topic_score_gemma":0.00001410845,"domain_scores_codex":[0.9971669,0.0001229083,0.0008243022,0.0006658299,0.0006441851,0.0005758582],"domain_scores_gemma":[0.9990007,0.0001379279,0.0002205848,0.0003468908,0.0001038437,0.0001900429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001337437,0.0001459285,0.003440951,0.008672523,0.0006134791,0.005748494,0.009412556,0.00002678336,0.7634746,0.00002987493,0.2063692,0.0007281307],"study_design_scores_gemma":[0.01749775,0.001029611,0.08329381,0.009801551,0.006627232,0.005177975,0.0004062538,0.0002918252,0.7366294,0.0000842202,0.1361298,0.00303051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114255,0.00009581348,0.000551015,0.08058598,0.0003434027,0.001069349,0.0008602611,0.000371108,0.004697559],"genre_scores_gemma":[0.4935233,0.001138435,0.0008250101,0.4761553,0.004251199,0.0001755766,0.01761704,0.0002222917,0.006091891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4179022,"threshold_uncertainty_score":0.9998871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852221791542433,"score_gpt":0.2760784876001457,"score_spread":0.2575562696847213,"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."}}