{"id":"W2999313956","doi":"10.17140/npoj-5-121","title":"Burden, Access, and Disparities in Kidney Disease","year":2019,"lang":"en","type":"article","venue":"Nephrology - Open Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Disease; Kidney disease; Intensive care 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":[0.002408596,0.0001137347,0.0003580523,0.001597422,0.0006239581,0.001170222,0.0003785866,0.0006828259,0.004487886],"category_scores_gemma":[0.01252091,0.0001257722,0.0004060208,0.002468664,0.0008028161,0.001580038,0.002068692,0.001119438,0.0002171639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425495,"about_ca_system_score_gemma":0.001439206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02875499,"about_ca_topic_score_gemma":0.02343393,"domain_scores_codex":[0.9983199,0.0006916475,0.0001070416,0.0001386326,0.0003585876,0.00038419],"domain_scores_gemma":[0.9957567,0.001544032,0.001093309,0.0001655179,0.0004133906,0.001027054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001704885,0.0002175816,0.8975841,0.000184741,0.000244578,0.0001616235,0.001350247,0.001352305,0.00008612147,0.05019157,0.01245719,0.03599938],"study_design_scores_gemma":[0.00002679913,0.00007306774,0.9258184,0.0003711297,0.00008994294,0.0002534093,0.002081856,0.002435391,0.00005307863,0.05874929,0.01001972,0.00002789165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8583751,0.02666387,0.001574959,0.08417133,0.0003764614,0.00004555196,0.00440827,0.00002522049,0.02435932],"genre_scores_gemma":[0.9935222,0.004252363,0.0001902429,0.0007252239,0.0002420983,0.00001304685,0.0006565884,0.000005293912,0.0003929722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02875499,"threshold_uncertainty_score":0.05717522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05187568912014507,"score_gpt":0.3071582209848823,"score_spread":0.2552825318647372,"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."}}