{"id":"W1489563161","doi":"10.1111/hdi.12215","title":"Effect of dialysis dose and membrane flux on hemoglobin cycling in hemodialysis patients","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Hemodialysis; Dialysis; Hemoglobin; Kt/V; Randomized controlled trial; Dialysis adequacy; Internal medicine; Urology; Surgery","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":[0.00238635,0.0002108839,0.0006706319,0.0002240262,0.0002678472,0.0005373755,0.0002254129,0.0007571771,0.0008748361],"category_scores_gemma":[0.007059085,0.0001710373,0.0008185262,0.0002691582,0.0003106043,0.0005598953,0.0002644763,0.000703898,0.0001311786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003032294,"about_ca_system_score_gemma":0.0002653525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001984773,"about_ca_topic_score_gemma":0.0002114724,"domain_scores_codex":[0.9983334,0.001096506,0.0001459598,0.0001286049,0.0001906744,0.000104953],"domain_scores_gemma":[0.9958739,0.002150856,0.0009495496,0.000253271,0.0001375957,0.0006349012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3584459,0.01448309,0.4797625,0.0003803166,0.002195153,0.0001601007,0.000225614,0.0009609662,0.009585329,0.0002133975,0.0005680693,0.1330194],"study_design_scores_gemma":[0.01390245,0.1752728,0.8026862,0.00008883527,0.001123623,0.0003179621,0.00009536497,0.002205697,0.002565044,0.0003761868,0.001325255,0.0000405072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983249,0.001094167,0.00008491997,0.00007542638,0.00002038482,0.00003596832,0.00001962766,0.000004648611,0.0003400058],"genre_scores_gemma":[0.9992065,0.0002235981,0.0001844431,0.0001725308,0.00004570988,0.00003317403,0.00004505185,0.000001874607,0.0000871038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00238635,"threshold_uncertainty_score":0.01262033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006153553793546962,"score_gpt":0.256379798050281,"score_spread":0.2502262442567341,"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."}}