{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001176642,0.0001244314,0.0003265786,0.0001938788,0.00003449382,0.00003718511,0.0000438999,0.0000478688,0.0001198747],"category_scores_gemma":[0.00009133408,0.00009232385,0.0001857347,0.0003122777,0.00008787488,0.00004674104,0.00003942113,0.00007724716,0.00008282017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002658422,"about_ca_system_score_gemma":0.00005434558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002424379,"about_ca_topic_score_gemma":3.38842e-7,"domain_scores_codex":[0.9991164,0.00003783607,0.0001928996,0.0002524884,0.0002491363,0.0001511927],"domain_scores_gemma":[0.9994364,0.00007778587,0.00002852664,0.0002001202,0.00003131342,0.0002258684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003626805,0.001208873,0.002439022,0.01187893,0.004356931,0.001805989,0.002850201,0.00001668078,0.5260788,0.001332962,0.08402032,0.3636486],"study_design_scores_gemma":[0.01251274,0.002167036,0.5314617,0.01371068,0.03155274,0.0001177781,0.001137124,0.06997509,0.05928524,0.0006683189,0.2753882,0.002023417],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597028,0.006695246,0.0001285626,0.001432858,0.0004058124,0.0004171923,0.00001769749,0.0001396783,0.03106019],"genre_scores_gemma":[0.9950806,0.0001572705,0.0002648176,0.0003904428,0.0001591964,0.00002148852,0.00004668184,0.00002183693,0.003857641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5290226,"threshold_uncertainty_score":0.3764857,"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."}}