{"id":"W1510360973","doi":"10.1002/lt.23718","title":"Changing donor characteristics in liver transplantation over the last 10 years in canada","year":2013,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Liver transplantation; Donation; Demography; Transplantation; Organ donation; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001335279,0.0001749126,0.0002341419,0.0002593795,0.00004744607,0.00002957974,0.0001000694,0.00008490776,0.0008675153],"category_scores_gemma":[0.000004505388,0.0001472905,0.00004931019,0.0003552577,0.00002885866,0.0002506294,0.000003399923,0.0002378358,0.00005860834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312668,"about_ca_system_score_gemma":0.0002103754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3222463,"about_ca_topic_score_gemma":0.5623383,"domain_scores_codex":[0.9987031,0.00006372026,0.0003969701,0.000229659,0.0002842027,0.0003223997],"domain_scores_gemma":[0.9995431,0.0001278152,0.00008012539,0.0001402508,0.00004003979,0.00006861655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00114783,0.0002382209,0.9234225,0.005915125,0.00007444342,0.005964044,0.0291828,0.00009103662,0.003074164,0.0004825059,0.0004242895,0.02998305],"study_design_scores_gemma":[0.001461622,0.00004640942,0.9932901,0.0002708355,0.0001093817,0.0001583455,0.0003453878,0.0009029289,0.003079289,0.00001327169,0.0001493148,0.0001730834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974352,0.00008257282,0.0008532977,0.0002287465,0.0001173085,0.0007314077,0.00009382013,0.00004338693,0.0004143047],"genre_scores_gemma":[0.9889444,0.009223945,0.0003050719,0.0007984693,0.00005918021,0.00007462515,0.0004138183,0.00002583242,0.0001546895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2400921,"threshold_uncertainty_score":0.9498684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007989034906189884,"score_gpt":0.2162302884743568,"score_spread":0.2082412535681669,"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."}}