{"id":"W2593620484","doi":"10.1503/cmaj.1095389","title":"Number of patients on dialysis increases 30%","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialysis; Medicine; Intensive care medicine; End-stage kidney disease; Focus (optics); Kidney disease; Home dialysis; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003863027,0.0002544461,0.0003621641,0.001014502,0.001457641,0.0009307045,0.0007607405,0.0006989654,0.01907998],"category_scores_gemma":[0.001433478,0.0001677463,0.001163571,0.001792754,0.0003989158,0.0004739286,0.0008494726,0.001112339,0.002178748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009908939,"about_ca_system_score_gemma":0.01425352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8842979,"about_ca_topic_score_gemma":0.9256527,"domain_scores_codex":[0.9989354,0.00007874348,0.00004136609,0.0001207279,0.0004551961,0.0003685345],"domain_scores_gemma":[0.9983397,0.00007180025,0.00022233,0.00004411882,0.0005699876,0.000752172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001527881,0.0001263158,0.712707,0.0002181913,0.0002132046,0.0005719166,0.0004210261,0.0003332852,0.001057562,0.001231898,0.1826302,0.1003366],"study_design_scores_gemma":[0.00003557888,0.00003717429,0.8827114,0.000188983,0.0001051796,0.0009099948,0.0009384542,0.0004744846,0.0002148154,0.0001678781,0.1141834,0.00003260688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.748674,0.01627859,0.001273555,0.03236575,0.001989309,0.0001968729,0.05928619,0.0009017215,0.139034],"genre_scores_gemma":[0.9283692,0.007722116,0.0009153188,0.01172139,0.0005440979,0.00006992862,0.01335274,0.0000616254,0.03724359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8842979,"threshold_uncertainty_score":0.2327669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007313276429448659,"score_gpt":0.2570462525778719,"score_spread":0.2497329761484232,"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."}}