{"id":"W4403939074","doi":"10.34067/kid.0000000585","title":"Time-Varying Effects of Nurse and Family-Assisted Peritoneal Dialysis","year":2024,"lang":"en","type":"article","venue":"Kidney360","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"American Society of Nephrology","keywords":"Peritoneal dialysis; Medicine; Nursing; Dialysis; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001763465,0.0003162231,0.000610891,0.000299266,0.0005868462,0.001134844,0.0005331285,0.0005037219,0.01162573],"category_scores_gemma":[0.02420546,0.0001048127,0.000964498,0.0004651013,0.000215184,0.0006491393,0.0008609511,0.0009222057,0.000721074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105903,"about_ca_system_score_gemma":0.00116887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01095315,"about_ca_topic_score_gemma":0.01010124,"domain_scores_codex":[0.9986687,0.000540585,0.00009335738,0.0002389256,0.0002322266,0.0002262512],"domain_scores_gemma":[0.9861653,0.007729006,0.001955623,0.0005969988,0.001318049,0.002234971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0377861,0.008908772,0.7928764,0.0005464401,0.002115542,0.00048745,0.001657503,0.003025522,0.002145102,0.001021174,0.005475295,0.1439549],"study_design_scores_gemma":[0.0002203561,0.001816066,0.9924808,0.00005897342,0.0003524788,0.0001300509,0.0005424957,0.001903789,0.0002097728,0.0004560341,0.001795638,0.00003365704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919824,0.001493507,0.0002811406,0.0003737274,0.0001201535,0.00006864055,0.0008766347,0.00001778631,0.0047859],"genre_scores_gemma":[0.9978619,0.0002545453,0.0001888226,0.00009470522,0.0000536503,0.00004256333,0.0004368551,0.000008440341,0.001058497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162573,"threshold_uncertainty_score":0.03889197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006536454703619999,"score_gpt":0.2514409162920985,"score_spread":0.2449044615884785,"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."}}