{"id":"W4392517017","doi":"10.1177/08968608241234525","title":"Social determinants of health and dialysis modality selection in patients with advanced chronic kidney disease: A retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"Medicine; Dialysis; Odds ratio; Kidney disease; Peritoneal dialysis; Marital status; Retrospective cohort study; Internal medicine; Cohort; Population; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001188984,0.0003323003,0.0004554804,0.0007825072,0.0008648212,0.0008779688,0.000488102,0.0005846028,0.0009166097],"category_scores_gemma":[0.002155237,0.0005467672,0.000836266,0.001564521,0.0003418929,0.0006106706,0.000640342,0.0009325756,0.0001870495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007622332,"about_ca_system_score_gemma":0.001085929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0500982,"about_ca_topic_score_gemma":0.056081,"domain_scores_codex":[0.9992245,0.0001704759,0.0001018591,0.0001936426,0.0001393939,0.000170099],"domain_scores_gemma":[0.9981297,0.0002407862,0.0007500582,0.0002490777,0.0002778355,0.000352598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004739403,0.0000267507,0.9995593,0.000004516893,0.00003829687,0.00003510058,0.00005993064,0.0000105088,0.00003998616,0.000004762435,0.00004343111,0.0001299415],"study_design_scores_gemma":[0.00001140462,0.0001066885,0.9992078,0.000007603938,0.00003543284,0.0001756218,0.0002311056,0.00009165607,0.00001519972,0.000006614213,0.0001064183,0.000004589902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991235,0.000129314,0.00004694391,0.00002411095,0.00000497253,0.0000241822,0.0005182844,0.000001401802,0.000127168],"genre_scores_gemma":[0.9991641,0.0001097716,0.0000776056,0.00002791468,0.000006505451,0.00002619513,0.0005117282,0.000001154438,0.000074977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0500982,"threshold_uncertainty_score":0.09961319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007982569249702098,"score_gpt":0.3053624033675383,"score_spread":0.2973798341178362,"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."}}