{"id":"W2886080952","doi":"10.2215/cjn.00760118","title":"Helping More Patients Receive a Living Donor Kidney Transplant","year":2018,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Kidney donation; Medicine; Donation; Dialysis; Intensive care medicine; Kidney; Kidney transplantation; Kidney transplant; Renal replacement therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001372508,0.0001741618,0.0003330415,0.0004543531,0.001667936,0.001593393,0.0005214658,0.001448125,0.06727905],"category_scores_gemma":[0.008800433,0.0001163214,0.001000324,0.0007680319,0.0004223327,0.001494621,0.001577191,0.002223052,0.004990219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007521176,"about_ca_system_score_gemma":0.002175429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002772215,"about_ca_topic_score_gemma":0.005080122,"domain_scores_codex":[0.9986081,0.0005762496,0.00009990498,0.0001285284,0.0003833784,0.000203957],"domain_scores_gemma":[0.9949168,0.001095146,0.001071792,0.0002076161,0.0006475229,0.002061033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001519611,0.001919288,0.2813127,0.0007337871,0.0001591939,0.001131165,0.002730026,0.0003078711,0.001411309,0.003662297,0.193564,0.5129165],"study_design_scores_gemma":[0.0004493142,0.001331331,0.3501151,0.00170884,0.0003360035,0.009345192,0.01609653,0.0006236438,0.001114711,0.008096098,0.610675,0.0001083025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4320381,0.01911215,0.004052577,0.3805441,0.008131948,0.000299261,0.001685925,0.0005223357,0.1536136],"genre_scores_gemma":[0.7889486,0.01886814,0.005008041,0.1250914,0.004325539,0.000261752,0.001464053,0.0001078454,0.05592469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06727905,"threshold_uncertainty_score":0.2250708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932093979391161,"score_gpt":0.3447789369372601,"score_spread":0.3154579971433485,"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."}}