{"id":"W2495701824","doi":"10.1016/s0275-4959(04)22011-7","title":"WHO CRASHES ONTO DIALYSIS? HEALTH DETERMINANTS OF PATIENTS WHO ARE LATE REFERRED TO CHRONIC RENAL CARE IN CANADA","year":2005,"lang":"en","type":"book-chapter","venue":"Research in the sociology of health care","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Nephrology; Kidney disease; Dialysis; Renal replacement therapy; Socioeconomic status; Marital status; Intensive care medicine; Ethnic group; Health care; Internal medicine; Peritoneal dialysis; End stage renal disease; Disease; Family medicine; Emergency medicine; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002494575,0.000345917,0.002181989,0.0008116505,0.000182626,0.000006226129,0.0006132512,0.0003019325,0.00007210892],"category_scores_gemma":[0.0001638,0.0002553005,0.0002672374,0.0002092157,0.0004572055,0.0000256588,0.0003020223,0.001179574,0.000007295308],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008744612,"about_ca_system_score_gemma":0.01157301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.430299,"about_ca_topic_score_gemma":0.9491283,"domain_scores_codex":[0.9938014,0.001403228,0.001495536,0.0006477076,0.001572253,0.001079944],"domain_scores_gemma":[0.99708,0.0003287144,0.0007153863,0.0008530155,0.0006644179,0.0003584938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002725229,0.0005853212,0.2802216,0.04809203,0.001062261,0.0004896848,0.1168145,0.0007789446,0.000003268727,0.001335189,0.06907572,0.4788163],"study_design_scores_gemma":[0.002982905,0.003301219,0.9082406,0.01215906,0.00009911651,9.050066e-7,0.01774746,0.00002291895,0.000004858015,0.0002861577,0.05477338,0.000381402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8297825,0.1199463,6.974744e-7,0.02147638,0.0002671882,0.006963544,0.001605772,0.00001398508,0.01994356],"genre_scores_gemma":[0.9860731,0.007998904,0.00001467896,0.001820817,0.0001965545,0.0001108372,0.0005445029,0.00005367329,0.003186973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.628019,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05975473898809171,"score_gpt":0.3886838688441523,"score_spread":0.3289291298560606,"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."}}