{"id":"W2183774638","doi":"10.1111/hdi.2000.4.1.42","title":"Blood Access Outcomes Associated with Short Daily Hemodialysis","year":2000,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; 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":[0.0008724232,0.0001635451,0.0003974586,0.0008352741,0.0007257863,0.0009141593,0.0003139147,0.0003776089,0.002858268],"category_scores_gemma":[0.007512817,0.0001387569,0.0005217293,0.001233891,0.0004884371,0.0008040963,0.001072478,0.001183072,0.0002038744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567837,"about_ca_system_score_gemma":0.0004763508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0011583,"about_ca_topic_score_gemma":0.002001976,"domain_scores_codex":[0.9987207,0.0002515625,0.000223685,0.0001505068,0.000378462,0.0002749908],"domain_scores_gemma":[0.9842989,0.00284308,0.008173917,0.0005247038,0.0009860035,0.003173335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001443757,0.00006187064,0.9956676,0.0000183006,0.00003479856,0.0004286496,0.00008518522,0.00004599607,0.00009972087,0.00004550531,0.0000834313,0.003284442],"study_design_scores_gemma":[0.000005422213,0.000239676,0.9964921,0.00001326737,0.00002901138,0.002492819,0.0002179494,0.0001387813,0.00006543798,0.0001111516,0.0001870635,0.0000072237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986266,0.000419039,0.00008060635,0.0000786231,0.000008915722,0.000006827823,0.00009222107,0.00000404188,0.000683067],"genre_scores_gemma":[0.9995788,0.0001021974,0.00002882431,0.00001876624,0.00002409961,0.000003202513,0.0001547192,0.000001661961,0.00008781749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002858268,"threshold_uncertainty_score":0.009561896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194312570615408,"score_gpt":0.3590648424192853,"score_spread":0.3171217167131312,"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."}}