{"id":"W2139293308","doi":"10.1111/j.1492-7535.2004.0085au.x","title":"What Influences Cardiovascular Instability and Discomfort during Daily Hemodialysis?","year":2004,"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":"Hemodialysis; Medicine; Dialysis; Blood pressure; Internal medicine; Stepwise regression; Dialysis adequacy; Urology; 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":[0.0005916784,0.0001889172,0.0003151805,0.0002822522,0.0002860105,0.000537259,0.0001485548,0.0004169483,0.001328565],"category_scores_gemma":[0.004561588,0.0001124603,0.000449312,0.0003548157,0.0003156502,0.0002780712,0.0001907266,0.0004293464,0.0001595297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002344749,"about_ca_system_score_gemma":0.0002858734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125058,"about_ca_topic_score_gemma":0.001684785,"domain_scores_codex":[0.9995758,0.0001796189,0.00004378966,0.00007520989,0.00006029175,0.00006534965],"domain_scores_gemma":[0.9963593,0.001482379,0.001271175,0.00009732803,0.0001959019,0.0005940248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002229744,0.00006289041,0.9934369,0.00003632065,0.00006689761,0.0001092314,0.0001205979,0.00007182756,0.0003777647,0.00001503005,0.0001152047,0.005364318],"study_design_scores_gemma":[0.000004596507,0.0001344678,0.999118,0.000006794357,0.00003211786,0.0002582595,0.00008999691,0.0001408967,0.00006156584,0.00001932469,0.0001295302,0.00000432068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980555,0.0007865661,0.0002015312,0.0001800283,0.00001796555,0.000007998208,0.00008174917,0.000005437944,0.000663318],"genre_scores_gemma":[0.9995701,0.0001430262,0.0001034244,0.00004389682,0.00003294101,0.000003339305,0.00005569852,0.000001499318,0.0000462751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001328565,"threshold_uncertainty_score":0.00444448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262804256666765,"score_gpt":0.2558876199175615,"score_spread":0.2432595773508938,"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."}}