{"id":"W1966188440","doi":"10.1503/cmaj.071247","title":"Mortality trends among Canadian patients receiving dialysis","year":2007,"lang":"en","type":"letter","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; Medical emergency; Surgery","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":[0.0004006395,0.000270883,0.0002878167,0.001584323,0.00216505,0.0009921498,0.0009123324,0.001673462,0.002612482],"category_scores_gemma":[0.002429117,0.0001614058,0.0004105696,0.003626748,0.000317559,0.0003314776,0.000322011,0.001220675,0.0004404561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02554649,"about_ca_system_score_gemma":0.02023438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9817809,"about_ca_topic_score_gemma":0.9883159,"domain_scores_codex":[0.9992265,0.00003243325,0.00004824529,0.00006023614,0.0004368009,0.0001958869],"domain_scores_gemma":[0.9973146,0.0001274682,0.0003537122,0.0000392652,0.001766587,0.0003983452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002192207,0.00005883758,0.6936427,0.0001779436,0.0001026299,0.0005403691,0.0006551993,0.0002830908,0.0003273751,0.0007019179,0.2765589,0.02673184],"study_design_scores_gemma":[0.00003759731,0.00002429642,0.9657083,0.0001156337,0.00006122646,0.0004154,0.0004812108,0.0005103751,0.0001230656,0.0001086015,0.03237431,0.00004001697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6066841,0.02187183,0.00031063,0.2362683,0.002690636,0.0000865475,0.07115328,0.0002574614,0.06067725],"genre_scores_gemma":[0.9267302,0.009548218,0.0005121002,0.03425488,0.001490759,0.00005576676,0.01676819,0.00003651937,0.01060339],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02554649,"threshold_uncertainty_score":0.1853536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00959787563791675,"score_gpt":0.2441462478326086,"score_spread":0.2345483721946918,"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."}}