{"id":"W1556452495","doi":"10.1111/j.1542-4758.2010.00485.x","title":"Death during hospitalization in patients on chronic hemodialysis","year":2010,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Comorbidity; Diabetes mellitus; Logistic regression; Retrospective cohort study; Internal medicine; Cohort; Population; Surgery; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000393572,0.0001433347,0.000253029,0.0006930071,0.000446319,0.000516769,0.000160628,0.0002980695,0.0009634588],"category_scores_gemma":[0.001525049,0.0001373689,0.000559126,0.0007008113,0.0001874655,0.0004174988,0.0004514961,0.0005502081,0.00008424367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003725862,"about_ca_system_score_gemma":0.0002716393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003172695,"about_ca_topic_score_gemma":0.003339479,"domain_scores_codex":[0.9996436,0.00009462673,0.00005384659,0.00006615662,0.00005203758,0.00008975712],"domain_scores_gemma":[0.9989661,0.0001770671,0.0005208568,0.00005095902,0.00006588979,0.0002191234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008452977,0.00001276075,0.9985971,0.000008058679,0.00002640659,0.0000986546,0.00004799565,0.0000201176,0.00004643043,0.00001223627,0.00007319609,0.0009724916],"study_design_scores_gemma":[0.000004118102,0.00006444768,0.9991036,0.000009723708,0.00001445786,0.0003742478,0.0001533746,0.00009743327,0.00002456034,0.00002988636,0.0001206411,0.000003474344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989163,0.0003530466,0.00005041096,0.00004942249,0.00001165839,0.000005775774,0.0002405989,0.000002514687,0.0003703733],"genre_scores_gemma":[0.9993522,0.0001633881,0.00003511011,0.00002972532,0.00001539239,0.000004768837,0.0003484759,5.96808e-7,0.00005041579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003172695,"threshold_uncertainty_score":0.006308436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006391296041663762,"score_gpt":0.2445992886253517,"score_spread":0.238207992583688,"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."}}