{"id":"W1735764346","doi":"10.1111/ajt.12979","title":"Intestinal Transplant Registry Report: Global Activity and Trends","year":2014,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":447,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Astellas Pharma; Astellas Pharma US","keywords":"Medicine; Generalizability theory; Transplantation; Descriptive statistics; Intestinal failure; Liver transplantation; Survival analysis; Intensive care medicine; Internal medicine; Surgery; Statistics","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":[0.0003557974,0.00009921105,0.0002803057,0.0000773534,0.00004345294,0.00001889367,0.00007803196,0.00003234002,0.000007113672],"category_scores_gemma":[0.00005855789,0.00008811262,0.00009897169,0.0001353922,0.0002634869,0.0001203614,0.000002026788,0.0002007985,5.685267e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000250843,"about_ca_system_score_gemma":0.000003875828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006256458,"about_ca_topic_score_gemma":0.0000818759,"domain_scores_codex":[0.9989269,0.0002085883,0.0004159819,0.0001355486,0.0001669417,0.0001460526],"domain_scores_gemma":[0.9990158,0.0001944672,0.0005113965,0.00008448523,0.00006325716,0.0001305897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01284981,0.0003614998,0.2269565,0.00009937226,0.00008173476,0.0007179221,0.0005339181,0.00004844912,0.008618034,0.00004226368,0.0009727184,0.7487178],"study_design_scores_gemma":[0.002838458,0.004782327,0.9555822,0.0002249531,0.0003010143,0.03308727,0.0000807648,0.0002392782,0.001147054,0.0003326689,0.001240711,0.0001432897],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543583,0.00001105475,0.02779022,0.01734098,0.0003307752,0.0000201733,0.00002042038,0.00001492045,0.0001130981],"genre_scores_gemma":[0.9959778,0.00005444782,0.002521324,0.001252874,0.0001712958,6.278598e-7,0.00001230104,0.000006099642,0.000003194566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7485745,"threshold_uncertainty_score":0.3593128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198040247118417,"score_gpt":0.3030241614016025,"score_spread":0.2910437589304183,"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."}}