{"id":"W7162122197","doi":"10.82308/43033","title":"Research in the domain of nocturnal home hemodialysis (NHD): long-term clinical outcomes of NHD patients compared to conventional hemodialysis (CHD) patients post-renal transplantation","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Dialysis; Transplantation; Incidence (geometry); Kidney transplantation; Cohort; Retrospective cohort study; Renal replacement therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009173379,0.0001637369,0.0003288406,0.000601409,0.0005678009,0.000674634,0.0002847616,0.0004025512,0.0008399824],"category_scores_gemma":[0.002270661,0.0001025338,0.0003893885,0.0007896725,0.0004546328,0.0005761859,0.0004821125,0.0004135839,0.0001263246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005230436,"about_ca_system_score_gemma":0.0004926372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004746815,"about_ca_topic_score_gemma":0.005865608,"domain_scores_codex":[0.9996233,0.0001080134,0.00005161356,0.00008215997,0.00005902548,0.00007595294],"domain_scores_gemma":[0.9978179,0.0003624053,0.0009377113,0.000106248,0.0001919895,0.0005837763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002407045,0.0000406412,0.9982193,0.00001319248,0.00003917468,0.00005713057,0.0001485213,0.00001168862,0.0001366798,0.00001117255,0.00002493716,0.00105669],"study_design_scores_gemma":[0.000007093757,0.0003013668,0.9990108,0.000005938015,0.000022843,0.0001942377,0.000297074,0.00003918918,0.00003694732,0.00001259862,0.00006918815,0.000002589877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995223,0.0002299724,0.00001443131,0.00002734452,0.000004333043,0.000002092872,0.0000635741,3.36175e-7,0.0001356523],"genre_scores_gemma":[0.9997005,0.00009660944,0.00001528005,0.00001669837,0.00001132678,0.000002227677,0.0001088614,2.607667e-7,0.00004820258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004746815,"threshold_uncertainty_score":0.009438396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04658620963128685,"score_gpt":0.3816111465474458,"score_spread":0.3350249369161589,"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."}}