{"id":"W4397047886","doi":"10.1681/asn.20223311s1465a","title":"A Report on Home Hemodialysis Training Time in Patients With Kidney Failure Using the Quanta SC+ Hemodialysis Device","year":2022,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Seven Oaks General Hospital","funders":"","keywords":"Hemodialysis; Medicine; Training (meteorology); Intensive care medicine; Nephrology; Home hemodialysis; Urology; Internal medicine; Physics","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":[0.0004827443,0.0001934521,0.0002174117,0.0007124969,0.0007394951,0.0004767097,0.000271013,0.0003299828,0.002732996],"category_scores_gemma":[0.002352821,0.000151678,0.0002919356,0.0007564703,0.000248384,0.0003129361,0.0005253417,0.0005090027,0.0003319175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005983687,"about_ca_system_score_gemma":0.0005234054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006519524,"about_ca_topic_score_gemma":0.008371118,"domain_scores_codex":[0.9995893,0.00007194965,0.00008888867,0.00004655095,0.00008980208,0.000113483],"domain_scores_gemma":[0.9964468,0.000796525,0.001706214,0.00006620563,0.0003919183,0.0005924088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009345221,0.0002164721,0.9822211,0.00009983901,0.00002079317,0.0008883898,0.003724909,0.00006741898,0.0006351545,0.00001954187,0.001002877,0.0110102],"study_design_scores_gemma":[0.000004638988,0.0003532929,0.9916638,0.00003445131,0.00001706106,0.001892489,0.003909387,0.0000890408,0.0002247144,0.000006634982,0.00179519,0.000009318603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985895,0.0001188212,0.00006577186,0.0000780772,0.000008951052,0.00001707017,0.0002810223,0.000009416852,0.0008313293],"genre_scores_gemma":[0.9987625,0.0001841322,0.0001806894,0.0001076145,0.00001384634,0.0000330726,0.0002727951,0.000004668681,0.0004407525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006519524,"threshold_uncertainty_score":0.01296318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642405944093536,"score_gpt":0.2598297204484515,"score_spread":0.2434056610075161,"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."}}