{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001696755,0.0003101082,0.001153202,0.0001866198,0.0002785117,0.00003381666,0.0001680971,0.0001410036,0.0001313305],"category_scores_gemma":[0.0008090897,0.0002099452,0.0004542252,0.0005096347,0.00009619865,0.00008950242,0.000005402716,0.000144818,0.0000273928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006746947,"about_ca_system_score_gemma":0.001058887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008220033,"about_ca_topic_score_gemma":0.00002835664,"domain_scores_codex":[0.9974273,0.0002655705,0.001191818,0.0003756545,0.0004987732,0.0002408684],"domain_scores_gemma":[0.9961846,0.002338822,0.0006890488,0.0002771379,0.0004055344,0.0001047881],"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":[0.00006193775,0.00005483871,0.00001410156,0.7369137,0.0002315376,0.000002649698,0.0003948239,3.674116e-7,0.000008588692,0.00009751658,0.000483628,0.2617363],"study_design_scores_gemma":[0.0006446451,0.0002472921,0.00001706441,0.9229122,0.006279761,0.0001105027,0.000007635073,0.00008500068,0.0001652292,0.000007215801,0.06925415,0.0002692737],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006734487,0.9917147,0.001252388,0.000138167,0.0003067936,0.004599179,0.0002636279,0.00007629508,0.001642149],"genre_scores_gemma":[0.00004867614,0.9968837,0.0006341875,0.0001712077,0.0001690051,0.0004976429,0.001196836,0.00005350753,0.0003451727],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2614671,"threshold_uncertainty_score":0.8561317,"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."}}