{"id":"W6945346360","doi":"10.25384/sage.22045009.v1","title":"Supplemental Material, sj-docx-1-ptd-10.1177_08968608221149546 - Evaluation and outcomes of a 5-year assisted peritoneal dialysis program","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Peritoneal dialysis; Dialysis; End stage renal disease; MEDLINE; Hemodialysis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001118323,0.0001492421,0.0001941548,0.00005946638,0.00006914494,0.00005181913,0.0001248495,0.0001268011,0.04632864],"category_scores_gemma":[0.0001779045,0.000140032,0.0001057523,0.0001424965,0.0000203051,0.000006527763,0.0001009879,0.00004108134,0.00008442051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001340399,"about_ca_system_score_gemma":0.0000589836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002891043,"about_ca_topic_score_gemma":0.00005594355,"domain_scores_codex":[0.9989806,0.0000613606,0.0002295671,0.0002870715,0.0002262968,0.0002151257],"domain_scores_gemma":[0.9994925,0.00001414184,0.00008442632,0.0002106969,0.0001336424,0.00006461672],"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":[0.0002336236,0.000391363,0.01497465,0.0003561985,0.0003861868,0.000008407192,0.0002416878,0.00001943107,0.7095391,0.00000407578,0.2401544,0.0336908],"study_design_scores_gemma":[0.003997892,0.001293541,0.2970694,0.0002307864,0.0002703135,0.00001337303,0.0004290476,0.001663306,0.4363067,0.00002226511,0.2578623,0.0008410539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8849309,0.00006129705,4.815605e-7,0.00008043106,0.00009956535,0.0005150415,0.1138894,0.00005127439,0.0003716045],"genre_scores_gemma":[0.720497,0.00000873942,0.0001583822,0.00002448455,0.0000944964,0.0002290154,0.2787097,0.00002058466,0.0002576333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2820948,"threshold_uncertainty_score":0.9545432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412455297493939,"score_gpt":0.3118031293116032,"score_spread":0.2705575995622093,"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."}}