{"id":"W4407302535","doi":"10.34067/kid.0000000729","title":"Ethnicity, Patient Satisfaction, and Clinical Outcomes among Israeli Dialysis Recipients","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Fresenius Medical Care North America","keywords":"Medicine; Hemodialysis; Ethnic group; Patient satisfaction; Dialysis; Population; Internal medicine; Family medicine; Nursing","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":[0.001165066,0.0001275595,0.0002554822,0.0005484037,0.0002913561,0.0005402092,0.0001277789,0.0001862528,0.001494813],"category_scores_gemma":[0.002256888,0.00006550355,0.0003503496,0.0007082863,0.0002007123,0.0002620794,0.000297965,0.0002941682,0.0001159732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980377,"about_ca_system_score_gemma":0.0002166878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001808365,"about_ca_topic_score_gemma":0.001681532,"domain_scores_codex":[0.9995926,0.0001862909,0.00005364156,0.00003430971,0.00007349924,0.00005971304],"domain_scores_gemma":[0.9987296,0.0003047058,0.000533126,0.00003533606,0.0001578623,0.0002392382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007048363,0.00003409552,0.998384,0.000005521621,0.00001803781,0.00001609459,0.00005933681,0.00001898339,0.00003460841,0.000009156693,0.0000540409,0.001295576],"study_design_scores_gemma":[0.000007192589,0.0001174045,0.999072,0.000007352343,0.00001483511,0.00007089852,0.0003632219,0.0001901872,0.00003614883,0.00002148281,0.00009643385,0.000002791779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990305,0.0001223713,0.00003756474,0.00008120502,0.000002666399,0.000004831499,0.000153048,0.000001396278,0.0005664285],"genre_scores_gemma":[0.9997332,0.00004085279,0.00002428082,0.00002859378,0.00000482898,0.000004619857,0.0001111657,3.815383e-7,0.00005201367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001808365,"threshold_uncertainty_score":0.006161511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07065506685057134,"score_gpt":0.468769815659836,"score_spread":0.3981147488092647,"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."}}