{"id":"W4255235711","doi":"10.1053/j.ajkd.2005.02.013","title":"Daily Hemodialysis: The Time Has Come? - Pro","year":2005,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; SDHD; Dialysis tubing; Internal medicine; Intensive care medicine; Membrane","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":[0.002783506,0.0004394339,0.0006516839,0.000515633,0.001543114,0.006707675,0.0006904316,0.00447102,0.0246325],"category_scores_gemma":[0.008053701,0.0001423436,0.0005222131,0.0008091678,0.00168358,0.007500706,0.001492464,0.007009343,0.005811316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328351,"about_ca_system_score_gemma":0.002665716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276985,"about_ca_topic_score_gemma":0.005417529,"domain_scores_codex":[0.998879,0.0003481766,0.000100607,0.000111065,0.0003747141,0.0001863727],"domain_scores_gemma":[0.9914985,0.00158896,0.0007676366,0.0003590796,0.002627265,0.003158507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004127764,0.0001502135,0.003794394,0.0006700908,0.00004434911,0.0001720932,0.0002484482,0.00004779166,0.0003200871,0.01226871,0.6962924,0.2855787],"study_design_scores_gemma":[0.00008367819,0.0002147912,0.0075401,0.001253702,0.00005716096,0.0006767393,0.002018517,0.0001152903,0.0002184589,0.01057507,0.9772102,0.00003642142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003182948,0.1267229,0.0006155202,0.7828748,0.06861775,0.00001168396,0.0003157911,0.00009113588,0.01756747],"genre_scores_gemma":[0.08227554,0.1631027,0.002727958,0.5222953,0.1786823,0.0000679318,0.000752076,0.0001528645,0.04994335],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0246325,"threshold_uncertainty_score":0.08240396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009695396197695922,"score_gpt":0.2501832549528256,"score_spread":0.2404878587551297,"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."}}