{"id":"W2792304874","doi":"10.1097/tp.0000000000002160","title":"Preemptive Kidney Transplantation","year":2018,"lang":"en","type":"letter","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Referral; Kidney transplantation; Transplantation; Intensive care medicine; Psychological intervention; Kidney; Waiting list; Surgery; Internal medicine; Family medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002741376,0.0009080561,0.001337772,0.0007673048,0.004057348,0.002982477,0.001948239,0.03655598,0.00832897],"category_scores_gemma":[0.02151783,0.000563832,0.001156655,0.0006968852,0.001962293,0.003764552,0.001161511,0.03766371,0.005680117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004781309,"about_ca_system_score_gemma":0.004956901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006601675,"about_ca_topic_score_gemma":0.01379204,"domain_scores_codex":[0.9969823,0.0008403437,0.0003908027,0.000505912,0.0008956578,0.0003849752],"domain_scores_gemma":[0.9941691,0.002875195,0.0003990676,0.0001563959,0.001214414,0.00118587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002534756,0.00002893755,0.0004301089,0.00005331768,0.00000731247,0.00152126,0.00007223229,0.00005176091,0.0001025662,0.0009734325,0.9889063,0.007827481],"study_design_scores_gemma":[0.0001219655,0.00009565096,0.001328544,0.0007187437,0.00003023346,0.004561518,0.0003762365,0.0004369744,0.0002289245,0.005996815,0.9860486,0.00005591453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002532066,0.001340305,0.00006388105,0.9679923,0.02805631,0.00001040817,0.00004689796,0.00002858338,0.00220805],"genre_scores_gemma":[0.002473244,0.00147257,0.0001541571,0.9125039,0.07909774,0.00002529103,0.0000280865,0.00001754823,0.004227554],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03655598,"threshold_uncertainty_score":0.03469098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172697844854218,"score_gpt":0.2658888198105092,"score_spread":0.2486190353250874,"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."}}