{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008197317,0.0002515602,0.0005228305,0.001048718,0.003695995,0.001800971,0.001690208,0.0008064982,0.002449548],"category_scores_gemma":[0.005274685,0.0003254886,0.0007690038,0.003790422,0.0009795704,0.0005978069,0.001485825,0.002212521,0.0001900073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02057044,"about_ca_system_score_gemma":0.03761092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9883661,"about_ca_topic_score_gemma":0.9926906,"domain_scores_codex":[0.9986736,0.0001442708,0.0001066476,0.0001721696,0.0003313401,0.0005720628],"domain_scores_gemma":[0.9935356,0.0004944824,0.001440836,0.0001353593,0.001868036,0.00252577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003344066,0.00003355859,0.9960973,0.00001590603,0.0000227252,0.00008439492,0.0005617304,0.00007313279,0.00003167358,0.0000807717,0.0009322074,0.002033147],"study_design_scores_gemma":[0.000005533268,0.00002231775,0.9956593,0.00006192183,0.00002307457,0.00008617607,0.002885593,0.0003751239,0.00002063663,0.00006558168,0.0007777171,0.00001693719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902049,0.001075549,0.00009826235,0.003208192,0.00003418585,0.00005609563,0.002026581,0.00001158439,0.003284602],"genre_scores_gemma":[0.9983268,0.0003965979,0.00007331045,0.0003081154,0.0000109712,0.000008533209,0.0005260205,0.000003807824,0.0003458924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02057044,"threshold_uncertainty_score":0.1492497,"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."}}