{"id":"W2182904300","doi":"10.1111/hdi.2000.4.1.47","title":"Why Our Patients Like Daily Hemodialysis","year":2000,"lang":"en","type":"article","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; Intensive care medicine; 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":[0.001175732,0.0002429879,0.0004546363,0.0003311318,0.002810559,0.002752933,0.0006191125,0.004235483,0.01327617],"category_scores_gemma":[0.01053098,0.0002152111,0.0004650353,0.0004224098,0.002016956,0.002507958,0.000919728,0.00406104,0.004219427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007682288,"about_ca_system_score_gemma":0.001084113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387377,"about_ca_topic_score_gemma":0.002454027,"domain_scores_codex":[0.9990037,0.000283809,0.00005958494,0.0001214581,0.0002933049,0.000238205],"domain_scores_gemma":[0.9959248,0.0009837789,0.0005976876,0.0001790503,0.0007671745,0.001547544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000314912,0.0005391695,0.1746086,0.0009522954,0.0001999398,0.0201098,0.01780704,0.0002020916,0.002341272,0.008916276,0.5871737,0.1868349],"study_design_scores_gemma":[0.0001975556,0.0006770398,0.07918762,0.002179708,0.0002175737,0.1059868,0.08823458,0.000323997,0.0009479912,0.02385734,0.6979349,0.0002548778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2484895,0.042875,0.001829535,0.6218938,0.0142189,0.000111203,0.0002837128,0.000287977,0.07001036],"genre_scores_gemma":[0.5837895,0.0212482,0.002435983,0.3626012,0.007963115,0.0000891509,0.0002157681,0.0001395421,0.02151741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01327617,"threshold_uncertainty_score":0.04441315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081350644835545,"score_gpt":0.2552512540178226,"score_spread":0.2444377475694672,"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."}}