{"id":"W2920875520","doi":"10.1097/txd.0000000000000833","title":"The Efficiency of Evaluating Candidates for Living Kidney Donation: A Scoping Review","year":2018,"lang":"en","type":"review","venue":"Transplantation Direct","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; London Health Sciences Centre; Institute for Clinical Evaluative Sciences; Canadian Heritage; Western University","funders":"","keywords":"Medicine; Kidney donation; Donation; Kidney transplantation; Kidney; Internal medicine; Economic growth","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":[0.02239565,0.001666402,0.004707371,0.02179227,0.001091134,0.004330945,0.002273267,0.002729594,0.002649461],"category_scores_gemma":[0.09340553,0.001225339,0.004537242,0.01956116,0.001376433,0.003974291,0.002099475,0.001586028,0.0003913791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005433564,"about_ca_system_score_gemma":0.01836085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009346627,"about_ca_topic_score_gemma":0.0175015,"domain_scores_codex":[0.9833168,0.006056635,0.005893312,0.0009581425,0.003432435,0.0003426987],"domain_scores_gemma":[0.8940681,0.08530583,0.01011727,0.001143162,0.008844468,0.0005212774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009221291,0.0000288773,0.0009964001,0.727261,0.001997525,0.0001706085,0.0006708907,0.0002946681,0.0001772968,0.001167049,0.005817934,0.2613255],"study_design_scores_gemma":[0.00002045883,0.00005494587,0.001528044,0.9557315,0.005842547,0.0003501241,0.0004804085,0.00009411626,0.0001600689,0.000524532,0.03518759,0.00002570018],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002394275,0.9986793,0.0001494644,0.0003954683,0.000109996,0.00008349737,0.00005882763,0.000004382971,0.0002795597],"genre_scores_gemma":[0.002815098,0.9961058,0.0005252295,0.000227541,0.00006165091,0.00014445,0.00006335099,0.000003175271,0.00005369555],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02239565,"threshold_uncertainty_score":0.118441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0730120915981491,"score_gpt":0.4160713384527635,"score_spread":0.3430592468546144,"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."}}