{"id":"W1500957429","doi":"10.1159/000081667","title":"Cardiovascular Risk Factor Modification with Quotidian Hemodialysis","year":2004,"lang":"en","type":"review","venue":"Contributions to nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Humber River Regional Hospital; Western University","funders":"","keywords":"Medicine; Hemodialysis; Risk factor; 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":[0.0007734992,0.0007292322,0.002224812,0.001166097,0.0001590635,0.0006194155,0.0006571399,0.0006490651,0.001931115],"category_scores_gemma":[0.001566889,0.0001932286,0.0006761276,0.001650906,0.0002465641,0.0005161881,0.0003812445,0.00104135,0.0004415264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828001,"about_ca_system_score_gemma":0.0008756245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000964987,"about_ca_topic_score_gemma":0.002213628,"domain_scores_codex":[0.9997372,0.00006303627,0.00006240987,0.00005340322,0.00006977931,0.00001404109],"domain_scores_gemma":[0.9993512,0.0003916959,0.0001281076,0.00001891352,0.00007838925,0.00003171564],"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":[0.0002548333,0.0001114796,0.001004462,0.01682239,0.0005394858,0.0001565603,0.00002273337,0.0001903623,0.000433036,0.0004308396,0.008683,0.9713507],"study_design_scores_gemma":[0.0008041767,0.001641557,0.03216759,0.02696236,0.008158017,0.005481298,0.0001768912,0.0007022346,0.002145936,0.002832463,0.9188171,0.0001103925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002760475,0.9990565,0.00008901788,0.000133591,0.0001645052,0.000002833569,0.00001125985,0.000003536943,0.0002627626],"genre_scores_gemma":[0.00192342,0.997131,0.0001970333,0.0002145027,0.0003279205,0.000006922132,0.00002072921,7.454267e-7,0.0001776634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002224812,"threshold_uncertainty_score":0.00646019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286185935716273,"score_gpt":0.3098387479570944,"score_spread":0.2869768885999316,"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."}}