{"id":"W2102727569","doi":"10.1111/j.1542-4758.2007.00196.x","title":"Alternatives to standard hemodialysis","year":2007,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Observational study; Dialysis; Intensive care medicine; Psychological intervention; Randomized controlled trial; Population; Home hemodialysis; Clinical trial; Emergency medicine; 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":[0.001473817,0.0002565259,0.0004326667,0.0006748124,0.0005734997,0.001571432,0.0009615867,0.00150013,0.03241657],"category_scores_gemma":[0.002008546,0.0000974279,0.0007192821,0.0006277894,0.0009357415,0.001348105,0.001356637,0.002121913,0.004067307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008019732,"about_ca_system_score_gemma":0.0009528528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000731783,"about_ca_topic_score_gemma":0.001232542,"domain_scores_codex":[0.9990953,0.0002969999,0.00005333764,0.0001500872,0.000305119,0.00009912123],"domain_scores_gemma":[0.9989206,0.0003283396,0.0001480329,0.0001883941,0.0001888308,0.0002259081],"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":[0.001288653,0.001115612,0.004083223,0.001356554,0.0002142935,0.0006779479,0.0001409918,0.00113347,0.001217684,0.1449826,0.10583,0.7379589],"study_design_scores_gemma":[0.0007249071,0.0008683891,0.005409016,0.000985608,0.00009850987,0.004090857,0.0003596501,0.002122509,0.001213325,0.2077257,0.7763532,0.00004831504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.06731655,0.199269,0.08315601,0.1865721,0.0218554,0.0003350342,0.00124166,0.001415362,0.4388389],"genre_scores_gemma":[0.7106677,0.08141737,0.04030736,0.04140334,0.01722619,0.0003472982,0.00126162,0.0002024633,0.1071666],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03241657,"threshold_uncertainty_score":0.1084443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159309981338969,"score_gpt":0.3096266442091442,"score_spread":0.2936956460752473,"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."}}