{"id":"W2188661988","doi":"10.1111/hdi.2002.6.1.26","title":"Cardioprotection in the ESRD Population: How Do We Get There?","year":2002,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Dialysis; Myocardial infarction; End stage renal disease; Internal medicine; Aspirin; Coronary artery disease; Hemodialysis; Heart failure; Kidney disease; Intensive care medicine; Cardiology","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":[0.01388878,0.001006188,0.002474395,0.002625791,0.002424476,0.007114005,0.001773693,0.006217364,0.005920772],"category_scores_gemma":[0.04186142,0.0006493992,0.001046745,0.003044412,0.003441443,0.01182171,0.003552479,0.008518888,0.00220225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003465175,"about_ca_system_score_gemma":0.01036855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02115506,"about_ca_topic_score_gemma":0.02745966,"domain_scores_codex":[0.9939522,0.002307368,0.0007624249,0.0004646429,0.001655594,0.0008576075],"domain_scores_gemma":[0.9779195,0.004578843,0.002756988,0.0007335237,0.008309869,0.005701406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004633927,0.0007559586,0.1043887,0.00590744,0.0004710035,0.000291778,0.003274102,0.0002131906,0.0003215308,0.002768259,0.1789621,0.7021825],"study_design_scores_gemma":[0.0009759437,0.003372789,0.5931308,0.03559921,0.001618786,0.001186858,0.03670029,0.001109206,0.0005777441,0.01806193,0.3072085,0.0004579745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.015683,0.2171083,0.0005350725,0.757561,0.005875098,0.00009362178,0.0004372413,0.0001422208,0.00256451],"genre_scores_gemma":[0.2764839,0.4251476,0.005185209,0.2654139,0.02297215,0.0007887649,0.001018654,0.0001327066,0.002857071],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02115506,"threshold_uncertainty_score":0.07345176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241467299330757,"score_gpt":0.255575857658856,"score_spread":0.2331611846655484,"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."}}