{"id":"W3165174459","doi":"","title":"Wearable Artificial Kidneys for End-Stage Kidney Disease","year":2016,"lang":"en","type":"article","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artificial kidney; Dialysis; Medicine; Intensive care medicine; End-stage kidney disease; Wearable computer; Kidney disease; End stage renal disease; Kidney transplant; Kidney; Kidney transplantation; Disease; Medical emergency; Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001071015,0.0001800158,0.0004503999,0.0003446415,0.0002338487,0.000854099,0.0003291229,0.0005339175,0.004321985],"category_scores_gemma":[0.00225804,0.00005783105,0.000692506,0.0003532415,0.0003809724,0.0007686001,0.0007962753,0.0007159983,0.0008586555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002678,"about_ca_system_score_gemma":0.0004921575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002171358,"about_ca_topic_score_gemma":0.0004997412,"domain_scores_codex":[0.9995139,0.0002082309,0.00004520259,0.00004047662,0.0001515933,0.00004067133],"domain_scores_gemma":[0.999177,0.0003439133,0.0001822256,0.00007209028,0.0001124737,0.0001122701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001056029,0.0003340819,0.005358805,0.00418269,0.0003263725,0.0007548685,0.0001976538,0.0003691734,0.01138684,0.01159951,0.03454032,0.9298938],"study_design_scores_gemma":[0.0009888464,0.005401777,0.03739326,0.006470036,0.0008630458,0.0152398,0.0004511537,0.002424138,0.02242034,0.03227766,0.8759238,0.000146198],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06877267,0.8383349,0.02624718,0.01895973,0.004798562,0.0001907223,0.0004463333,0.0005210984,0.04172892],"genre_scores_gemma":[0.5334994,0.4060417,0.02669402,0.01009125,0.003787233,0.0002857239,0.0005937377,0.00007954054,0.01892749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004321985,"threshold_uncertainty_score":0.01445848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379508712392143,"score_gpt":0.2793188223308703,"score_spread":0.2555237352069489,"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."}}