{"id":"W2611666905","doi":"10.1111/hdi.12570","title":"The deterioration in physical function of hemodialysis patients","year":2017,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Internal medicine; Renal function; Kidney disease; Confidence interval; 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":[0.001193561,0.0001663614,0.0003860767,0.0004522053,0.0002679811,0.0005489612,0.0002851947,0.0003226124,0.001314556],"category_scores_gemma":[0.003673062,0.00009898174,0.0003896974,0.0006877689,0.0002476342,0.0003806988,0.0004329704,0.0006571139,0.0001924644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921236,"about_ca_system_score_gemma":0.0002701011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002534458,"about_ca_topic_score_gemma":0.002476315,"domain_scores_codex":[0.9991597,0.0002204032,0.0001252201,0.000139311,0.0002696591,0.00008579549],"domain_scores_gemma":[0.9966623,0.0005514659,0.001968711,0.0001134063,0.0003797832,0.0003242925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008077503,0.00002006996,0.9943738,0.00003891086,0.00006287017,0.00003161272,0.00008994415,0.00003803724,0.0001407765,0.000008814211,0.0001145587,0.004999858],"study_design_scores_gemma":[0.000001676581,0.00006074351,0.9994944,0.00001546777,0.00001401066,0.0001391806,0.00006296774,0.00004602049,0.00004244631,0.00001107216,0.0001101755,0.000001770878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966017,0.001914298,0.0001614241,0.0001602418,0.00001962103,0.00001078315,0.0003203054,0.000008454422,0.0008031658],"genre_scores_gemma":[0.9992729,0.0003394238,0.00006609975,0.00003882263,0.00001398142,0.000004991777,0.0001609933,7.758866e-7,0.0001020728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002534458,"threshold_uncertainty_score":0.006312251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386028721643329,"score_gpt":0.278170509035531,"score_spread":0.2643102218190977,"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."}}