{"id":"W4310388794","doi":"10.21203/rs.3.rs-2266928/v1","title":"Quality of life and nutritional status in peritoneal dialysis patients: a cross-sectional study from Palestine","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Université de Paris; An-Najah National University","keywords":"Medicine; Malnutrition; Peritoneal dialysis; Quality of life (healthcare); Dialysis; Cross-sectional study; Diabetes mellitus; Internal medicine; Palestine","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":[0.0007174436,0.0002268028,0.0003192307,0.0008168688,0.0007468947,0.0006868401,0.0002254903,0.0004206187,0.001617347],"category_scores_gemma":[0.0008698381,0.00030738,0.0003105137,0.001030179,0.0003110799,0.0003897099,0.0005578219,0.0005574657,0.0001781756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003047565,"about_ca_system_score_gemma":0.0003909304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00442862,"about_ca_topic_score_gemma":0.006119114,"domain_scores_codex":[0.9997279,0.0000821684,0.00003759483,0.0000388259,0.0000561543,0.00005738101],"domain_scores_gemma":[0.9994943,0.0001018471,0.0001874137,0.00002646275,0.00006263557,0.000127233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003279417,0.0001205337,0.9988443,0.0000171831,0.00002196633,0.00007491749,0.0002607518,0.00000898532,0.00007793098,0.000008132025,0.00003409329,0.0004985412],"study_design_scores_gemma":[0.000009971666,0.0002393688,0.997623,0.0000257134,0.00002075946,0.0003074117,0.00142804,0.00005783067,0.00002715745,0.00001449262,0.00024262,0.000003519655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994949,0.0001582629,0.00001529185,0.00002726989,0.000002952848,0.000008145701,0.00009260341,2.932621e-7,0.000200172],"genre_scores_gemma":[0.9995977,0.0001239826,0.00003623653,0.00004500072,0.000004622427,0.00001253199,0.0001030593,2.444198e-7,0.0000766548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00442862,"threshold_uncertainty_score":0.008805692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001652051023388,"score_gpt":0.4452678855696606,"score_spread":0.3451026804673217,"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."}}