{"id":"W2751617025","doi":"10.3928/24748307-20170711-01","title":"Hemodialysis Access Choice: Impact of Health Literacy","year":2017,"lang":"en","type":"article","venue":"HLRP Health Literacy Research and Practice","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Health literacy; Hyperphosphatemia; Dialysis; Central venous catheter; Hyperkalemia; Internal medicine; Health care; Surgery; Catheter; Kidney disease","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":[0.0006211921,0.0001234691,0.000191198,0.0005200258,0.0003850216,0.001075743,0.0002724488,0.0003554976,0.005275751],"category_scores_gemma":[0.006866659,0.00008306323,0.0003814775,0.0004796732,0.0006183031,0.0004489997,0.0006790707,0.0006967593,0.0001863444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074247,"about_ca_system_score_gemma":0.001326601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02921565,"about_ca_topic_score_gemma":0.02655756,"domain_scores_codex":[0.9992322,0.0001893778,0.00006110722,0.00007255486,0.0002030738,0.0002416755],"domain_scores_gemma":[0.9957302,0.00141561,0.0014647,0.00006100152,0.0003936904,0.0009348225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005765373,0.00004861668,0.9969923,0.00001080995,0.00002711278,0.00006378127,0.0001548002,0.00003377089,0.000048132,0.00003896555,0.0001630272,0.00236099],"study_design_scores_gemma":[0.000002285383,0.0000485849,0.9990819,0.00001395411,0.0000153727,0.0001621504,0.0002887729,0.0001633466,0.00002768936,0.00003579424,0.0001569457,0.000003137372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963412,0.0002811441,0.00004538371,0.000435419,0.000005629458,0.00000902911,0.0001644394,0.000002902451,0.002714868],"genre_scores_gemma":[0.999805,0.00003570559,0.00001566954,0.00003205717,0.000003698662,0.00000107178,0.00003427354,3.919427e-7,0.00007214054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02921565,"threshold_uncertainty_score":0.05809116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3646104256495983,"score_gpt":0.6984018255810654,"score_spread":0.3337913999314672,"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."}}