{"id":"W3181319874","doi":"10.1016/j.transproceed.2021.05.010","title":"Donor-Recipient Matching in Kidney Transplant: We're Not There Yet","year":2021,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Hazard ratio; Medicine; Confidence interval; Kidney transplantation; Proportional hazards model; Kidney; Transplantation; Propensity score matching; Surgery; Pairing; Internal medicine; Urology","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":[0.03065326,0.000225942,0.001105429,0.0008028268,0.002157989,0.005339307,0.001910087,0.003755537,0.008703078],"category_scores_gemma":[0.07781702,0.0002321162,0.0008405389,0.001254243,0.002424177,0.008822244,0.00363068,0.006392711,0.001143799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274063,"about_ca_system_score_gemma":0.007356903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002837968,"about_ca_topic_score_gemma":0.005742076,"domain_scores_codex":[0.9802244,0.01293852,0.001904493,0.0008346666,0.002760943,0.001336998],"domain_scores_gemma":[0.972626,0.01185608,0.004195177,0.001318906,0.003926965,0.006076918],"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":[0.0007863263,0.0007344183,0.07342306,0.001511549,0.0003333995,0.000680942,0.002132078,0.0004114809,0.0002473581,0.03807874,0.1748738,0.7067869],"study_design_scores_gemma":[0.0009787474,0.001806395,0.1347108,0.02264617,0.001488862,0.00915857,0.02796504,0.003208161,0.001591754,0.2783939,0.5175427,0.0005089916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0472598,0.08454399,0.005815894,0.8282498,0.01914851,0.0001249009,0.0001794343,0.00006904831,0.01460875],"genre_scores_gemma":[0.6202759,0.1003406,0.01711986,0.206532,0.05039995,0.0002758397,0.0005564176,0.0001741447,0.004325241],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03065326,"threshold_uncertainty_score":0.1621118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608877576236959,"score_gpt":0.2862495980775507,"score_spread":0.2601608223151812,"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."}}