{"id":"W2999587153","doi":"10.1016/j.ekir.2019.12.019","title":"Intensive Home Hemodialysis Survival Comparable to Deceased Donor Kidney Transplantation","year":2020,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Virginia","keywords":"Medicine; Hazard ratio; Renal replacement therapy; Hemodialysis; Transplantation; Confidence interval; Kidney transplantation; Internal medicine; Home hemodialysis; Kidney disease; Proportional hazards model; Cohort; Cohort study; Retrospective cohort study; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001125032,0.0002256943,0.0004138383,0.0001684598,0.00006389767,0.00005594732,0.0001023791,0.00006735036,0.0009378932],"category_scores_gemma":[0.000676471,0.0001990009,0.0002345809,0.0002728574,0.00002681237,0.0001566305,0.00001710587,0.0001309644,0.0002332129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001165793,"about_ca_system_score_gemma":0.0002906855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001187046,"about_ca_topic_score_gemma":0.000007492163,"domain_scores_codex":[0.9979697,0.00003203678,0.0005959077,0.0004814148,0.0006989832,0.0002219844],"domain_scores_gemma":[0.9976221,0.00006322891,0.0001846958,0.0001995529,0.0005604372,0.001370006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004429685,0.0005630918,0.8950633,0.0006429189,0.003054281,0.01581317,0.003767852,0.0006671508,0.02338479,0.0008694756,0.05037812,0.001366152],"study_design_scores_gemma":[0.02653257,0.001746675,0.6452867,0.00300389,0.004102671,0.007008168,0.0009204242,0.005679756,0.09400687,0.0013383,0.2081293,0.002244585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.772392,0.00004906242,0.02879886,0.1415345,0.004258258,0.001797517,0.001151096,0.0004418404,0.04957689],"genre_scores_gemma":[0.9617338,0.00007078941,0.002515093,0.03149923,0.0002923149,0.0000436086,0.002732463,0.00002969361,0.001083052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2497765,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093468323151014,"score_gpt":0.3006194162793779,"score_spread":0.2696847330478677,"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."}}