{"id":"W2015875623","doi":"10.1053/jarr.2001.27589","title":"Daily Hemodialysis: A Nursing Perspective","year":2001,"lang":"en","type":"review","venue":"Advances in Renal Replacement Therapy","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Humber River Regional Hospital; London Health Sciences Centre","funders":"","keywords":"Hemodialysis; Medicine; Home hemodialysis; Intensive care medicine; Dialysis; Nursing care; Nursing; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005309473,0.0006943826,0.002498709,0.0008017501,0.00008507504,0.00006014268,0.0002875319,0.0001918053,0.0005192722],"category_scores_gemma":[0.00006439596,0.0004854215,0.001147874,0.00135048,0.0001453749,0.0001905581,0.00005022205,0.0004652136,0.00009087196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359398,"about_ca_system_score_gemma":0.000288209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001700508,"about_ca_topic_score_gemma":0.000008744587,"domain_scores_codex":[0.9963232,0.0002754892,0.001001524,0.001060661,0.0007763251,0.0005627499],"domain_scores_gemma":[0.99817,0.0001299831,0.0005080795,0.0008685036,0.0001133837,0.000210114],"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":[0.000622807,0.0009360467,0.00001528221,0.001651481,0.0008445083,0.0001859175,0.0001901469,0.00002766591,6.892171e-7,0.0009607091,0.0007410582,0.9938237],"study_design_scores_gemma":[0.002228943,0.0004730834,0.0000067438,0.02711309,0.001490948,0.00003396224,0.0003336305,0.00001780617,0.000002242208,0.000633604,0.9672045,0.0004614587],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008658586,0.9383858,0.0003828904,0.0001405632,0.0002702476,0.001965509,0.00001188193,0.00006843179,0.05876599],"genre_scores_gemma":[0.00002190506,0.9947714,0.0004658248,0.0002527766,0.0004390469,0.0004953217,0.0001663494,0.00008634336,0.003301099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9933622,"threshold_uncertainty_score":0.9997597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03680769460823412,"score_gpt":0.3936342794940444,"score_spread":0.3568265848858103,"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."}}