{"id":"W2075830188","doi":"10.1111/j.1542-4758.2008.00293.x","title":"The ideal home hemodialysis machine","year":2008,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Home hemodialysis; Dialysis; Intensive care medicine; Peritoneal dialysis; Ideal (ethics); Artificial kidney; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003381149,0.0005062169,0.0006922306,0.0006758937,0.0002648578,0.0009845805,0.000759338,0.001626298,0.002578899],"category_scores_gemma":[0.0004141963,0.0001743579,0.0002681986,0.0005175965,0.0005975626,0.001748165,0.0005726009,0.0007952065,0.00200571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529997,"about_ca_system_score_gemma":0.0008059284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003110885,"about_ca_topic_score_gemma":0.000236035,"domain_scores_codex":[0.9996964,0.00005403789,0.00004629437,0.00006849058,0.0001084878,0.00002648092],"domain_scores_gemma":[0.9998651,0.00003431883,0.00003026112,0.000006306426,0.0000426221,0.00002137809],"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":[0.0001006476,0.00006829463,0.0006495854,0.008891509,0.00003343755,0.0008267481,0.00008053653,0.0004152459,0.005486476,0.02370467,0.0375635,0.9221795],"study_design_scores_gemma":[0.00001287206,0.0000895174,0.0006199143,0.001239579,0.00003259824,0.004700703,0.00006353142,0.0001819048,0.001723644,0.00542004,0.9858991,0.0000165225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001710495,0.9711776,0.005477977,0.002368443,0.00132278,0.00004054876,0.00008599873,0.00007747422,0.01773868],"genre_scores_gemma":[0.02306614,0.9541361,0.01164914,0.002109452,0.001214914,0.00007238125,0.0001879033,0.00001110511,0.00755284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002578899,"threshold_uncertainty_score":0.008627236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802603140513463,"score_gpt":0.3161949997336109,"score_spread":0.2881689683284763,"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."}}