{"id":"W4396992525","doi":"10.1681/asn.20213210s1326b","title":"Thirty Days of Maintenance Peritoneal Dialysis Using a Sorbent-Based Automated Wearable Artificial Kidney (AWAK) PD Device in a Porcine Model","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Peritoneal dialysis; Artificial kidney; Urology; Biomedical engineering; Medicine; Kidney; Dialysis; Kidney disease; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006445724,0.000408762,0.0007138457,0.0004132673,0.0003352878,0.0005915846,0.0004291342,0.0006947039,0.001329951],"category_scores_gemma":[0.0002924808,0.0001914629,0.0008864808,0.0002140816,0.0005289866,0.0006129753,0.0003734291,0.001066354,0.0003843327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687541,"about_ca_system_score_gemma":0.0003856325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003584035,"about_ca_topic_score_gemma":0.0003879266,"domain_scores_codex":[0.9996257,0.00004041195,0.00003578736,0.0001160015,0.00009648702,0.00008556318],"domain_scores_gemma":[0.9995839,0.00005966283,0.00009503156,0.0001204096,0.00004317826,0.00009780956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008141533,0.006962817,0.007836905,0.0005567239,0.0001659862,0.002490594,0.0005013472,0.001608719,0.9498483,0.0004477045,0.0008979188,0.02054157],"study_design_scores_gemma":[0.000513053,0.2009777,0.04321228,0.0001751159,0.0003870308,0.006783666,0.0007510506,0.009395008,0.7252703,0.0004651826,0.01193843,0.0001311868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933878,0.0006834635,0.00403611,0.0001313041,0.0001210201,0.0001417231,0.0004491172,0.00008167893,0.0009677959],"genre_scores_gemma":[0.9922983,0.0007892827,0.003114666,0.0001478377,0.00002584472,0.0002397619,0.001098404,0.00001570521,0.002270229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001329951,"threshold_uncertainty_score":0.004449129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459278799972263,"score_gpt":0.294330771489563,"score_spread":0.2697379834898403,"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."}}