{"id":"W4252193717","doi":"10.1097/00007890-200407271-00467","title":"LOGISTICS AND TRANSPLANT COORDINATION ACTIVITY IN THE GRAGIL SWISS-FRENCH MULTICENTER NETWORK OF ISLET TRANSPLANTATION","year":2004,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islet; Transplantation; Medicine; Pancreas; Pancreas transplantation; Waiting list; Insulin; Internal medicine; Kidney transplantation","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":[0.0003031855,0.0001343358,0.0002201581,0.00007845253,0.00005690733,0.00001173159,0.00004654078,0.00009048898,0.00001488338],"category_scores_gemma":[0.00001677082,0.0001008582,0.00004766701,0.0002290282,0.00008183068,0.0001240775,0.000001040692,0.0001484481,0.000003098647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003403308,"about_ca_system_score_gemma":0.00004074068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003763057,"about_ca_topic_score_gemma":0.0002078998,"domain_scores_codex":[0.9990468,0.00008374287,0.000274447,0.0001781105,0.0002409006,0.0001760259],"domain_scores_gemma":[0.9995046,0.0002040995,0.00008151709,0.0001125644,0.00005428737,0.00004287843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01075387,0.002819899,0.5528289,0.00882578,0.0003720961,0.0006133289,0.06092149,0.02473029,0.3046066,0.01799375,0.0002513047,0.01528264],"study_design_scores_gemma":[0.01034487,0.0004071852,0.9577845,0.0005849947,0.0006121976,0.0001531535,0.0001770201,0.001760572,0.02642782,0.001541447,0.00003059143,0.0001756253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557474,0.0001082425,0.04173314,0.0009862139,0.00009376591,0.0004574142,0.00005825479,0.00002688984,0.0007887165],"genre_scores_gemma":[0.9977419,0.0008592125,0.0007881629,0.0002398932,0.0000533334,0.00002591134,0.0002656762,0.000009457108,0.00001641315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4049556,"threshold_uncertainty_score":0.4112877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017333148462366,"score_gpt":0.2580720661482109,"score_spread":0.2407389176858449,"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."}}