{"id":"W2467945234","doi":"","title":"To reuse or not to reuse? An economic evaluation of hemodialyzer reuse versus conventional single-use hemodialysis for chronic hemodialysis patients.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Hemodialysis; Medicine; Dialysis; Reuse; Intensive care medicine; Surgery; Waste management","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":[0.0139673,0.001251277,0.003393715,0.001712774,0.0002471061,0.001460186,0.0009344123,0.001759098,0.003116775],"category_scores_gemma":[0.02998858,0.0006171221,0.01287273,0.001406345,0.0005510592,0.001214491,0.0005815241,0.001620808,0.0001051994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003068502,"about_ca_system_score_gemma":0.001571302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003044416,"about_ca_topic_score_gemma":0.003083508,"domain_scores_codex":[0.9883072,0.01009172,0.0004923565,0.0003442218,0.0005716551,0.0001929452],"domain_scores_gemma":[0.9810653,0.01650766,0.001479857,0.0002648315,0.0003267776,0.0003554933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3579267,0.002461634,0.03132915,0.04223638,0.3321083,0.0004650428,0.0002256108,0.04899358,0.001315622,0.004848193,0.00178535,0.1763043],"study_design_scores_gemma":[0.1423573,0.06396486,0.0431964,0.01092374,0.6233454,0.001022639,0.0005599665,0.09126325,0.002745573,0.01111183,0.009225062,0.0002840332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.698577,0.2805293,0.007980967,0.003633728,0.0007146165,0.002197191,0.001892414,0.00007957467,0.004395227],"genre_scores_gemma":[0.9847953,0.01173369,0.002118344,0.0004064962,0.0001074047,0.000428813,0.0002007532,0.000006210761,0.0002030315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0139673,"threshold_uncertainty_score":0.07386696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215441130151766,"score_gpt":0.3057857457459572,"score_spread":0.1842416327307806,"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."}}