{"id":"W2108079789","doi":"10.1503/cmaj.051291","title":"Canadian Society of Transplantation consensus guidelines on eligibility for kidney transplantation","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":375,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"Novartis Pharmaceuticals Canada; Astellas Pharma","keywords":"Transplantation; Consensus conference; Incidence (geometry); Medicine; Kidney transplantation; Disease; End stage renal disease; Intensive care medicine; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001032451,0.0001616219,0.0003157109,0.000210879,0.0002284088,0.00002621747,0.00008596894,0.0003521404,0.0007157106],"category_scores_gemma":[0.0004186289,0.0001403279,0.0003134748,0.0001640799,0.00002952925,0.00006764647,6.173305e-7,0.0003363837,0.0000285313],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422877,"about_ca_system_score_gemma":0.006026581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04478301,"about_ca_topic_score_gemma":0.326701,"domain_scores_codex":[0.9976743,0.00006203997,0.000757891,0.0001908616,0.0008890112,0.0004258361],"domain_scores_gemma":[0.9964393,0.0002183383,0.0002180376,0.00009467528,0.0007639176,0.002265715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001707092,0.0005237914,0.4528009,0.002158771,0.002895112,0.000945656,0.004533268,0.0008817408,0.0006877382,0.002171935,0.3759819,0.1547121],"study_design_scores_gemma":[0.03903648,0.001381664,0.2791698,0.003703903,0.002000392,0.004324323,0.0007456774,0.00798562,0.006719477,0.0006374379,0.6532787,0.001016512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5743087,0.0002790944,0.002826852,0.4082521,0.001311801,0.001551809,0.004003019,0.00005939239,0.007407221],"genre_scores_gemma":[0.9260342,0.002466235,0.01031315,0.05777074,0.001402486,0.00002934192,0.0008204882,0.00004047397,0.001122925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3517255,"threshold_uncertainty_score":0.9996083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025648390673631,"score_gpt":0.3303458639690831,"score_spread":0.3046974732954521,"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."}}