{"id":"W4380626301","doi":"10.1093/ndt/gfad063c_3286","title":"#3286 ENVIRONMENTAL PERFORMANCE OF HEMODIALYSIS THROUGH LIFECYCLE ASSESSMENT (LCA): IN-CENTRE HEMODIALYSIS VS HOME-HEMODIALYSIS","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Hemodialysis; Medicine; Home hemodialysis; Life-cycle assessment; Medical prescription; Dialysis; Environmental impact assessment; Surgery; Nursing; Production (economics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001467468,0.0004198001,0.000467712,0.001450683,0.0008442851,0.001772334,0.000440751,0.0003512458,0.003647215],"category_scores_gemma":[0.001257939,0.0001547367,0.0009908128,0.001851339,0.000477303,0.0005436049,0.0004818382,0.000272033,0.0003443927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007230238,"about_ca_system_score_gemma":0.00419938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2331835,"about_ca_topic_score_gemma":0.2704957,"domain_scores_codex":[0.9989635,0.0001920959,0.0000446862,0.0001143705,0.0005991826,0.00008617657],"domain_scores_gemma":[0.9983559,0.0003716326,0.0001671724,0.00007713974,0.0009622713,0.00006587712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003566931,0.001366562,0.6494177,0.001265863,0.0007325483,0.0005605951,0.0004686297,0.1209731,0.05069087,0.002060766,0.006072946,0.1628235],"study_design_scores_gemma":[0.0001486797,0.002631126,0.7180282,0.0001486725,0.0006107108,0.0002648767,0.001777329,0.1975765,0.06317406,0.001460625,0.01403034,0.0001489025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759931,0.0005384203,0.005054852,0.00008465118,0.00001835015,0.0004116302,0.005014676,0.0001258216,0.01275843],"genre_scores_gemma":[0.9871188,0.0003019146,0.006783613,0.00002176243,0.000004886403,0.00008842847,0.002893719,0.00003253766,0.002754197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2331835,"threshold_uncertainty_score":0.4636525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009416186186514701,"score_gpt":0.2456484850702996,"score_spread":0.2362322988837849,"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."}}