{"id":"W2040516523","doi":"10.1093/ndt/gfu158","title":"DIALYSIS. EPIDEMIOLOGY, OUTCOME RESEARCH, HEALTH SERVICES 1","year":2014,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Medical Case Reports and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University Health Network","funders":"","keywords":"Medicine; Epidemiology; Dialysis; Intensive care medicine; Outcome (game theory); MEDLINE; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008875477,0.0007940116,0.001077597,0.005416797,0.000891551,0.002282578,0.001119102,0.001941574,0.02285417],"category_scores_gemma":[0.02147442,0.0003136284,0.0005942616,0.01260966,0.001271829,0.002014697,0.001759573,0.001941136,0.003444901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00238504,"about_ca_system_score_gemma":0.005331254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01527304,"about_ca_topic_score_gemma":0.005712667,"domain_scores_codex":[0.9929263,0.004057143,0.0007259531,0.001017122,0.0008273063,0.0004461942],"domain_scores_gemma":[0.9842722,0.007167096,0.004020447,0.0005669328,0.002269755,0.001703581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002988557,0.0006327765,0.5427319,0.01171546,0.0006689749,0.0003168579,0.0005827059,0.0007140749,0.0001312461,0.009716797,0.1608453,0.2716451],"study_design_scores_gemma":[0.0001938056,0.0004276957,0.8675753,0.008326478,0.0003598908,0.001442123,0.001370333,0.001237105,0.0001119456,0.01429807,0.1045743,0.00008294739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1278904,0.4246587,0.006050969,0.2176786,0.0110995,0.001272719,0.140466,0.0008470333,0.0700361],"genre_scores_gemma":[0.6570297,0.2420104,0.007385724,0.02324038,0.01555333,0.001991123,0.04194195,0.0001717938,0.01067556],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02285417,"threshold_uncertainty_score":0.07645482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08979107601264143,"score_gpt":0.4085001842814014,"score_spread":0.31870910826876,"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."}}