{"id":"W1985576043","doi":"10.1111/j.1542-4758.2009.00431.x","title":"Pulse contour‐derived cardiac output in hemodialysis patients","year":2010,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Cardiac output; Cardiology; Arteriovenous fistula; Dialysis; Pulse (music); Internal medicine; Catheter; Hemodynamics; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003849641,0.000226554,0.0005069729,0.0004614842,0.00005764045,0.00005278287,0.0002437788,0.0001922727,0.0006184777],"category_scores_gemma":[0.0003402131,0.0002155143,0.0003555007,0.0002708831,0.00007348192,0.0001354529,0.00005957083,0.0004733688,0.0001689841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001884243,"about_ca_system_score_gemma":0.00009555699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003093893,"about_ca_topic_score_gemma":0.00008078883,"domain_scores_codex":[0.9980339,0.00006235504,0.0004782281,0.0004441498,0.0006681901,0.0003132128],"domain_scores_gemma":[0.9987885,0.0001090587,0.0001260543,0.0004469555,0.0003379961,0.0001913707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002583137,0.000656365,0.8844048,0.00001139527,0.0005155161,0.00002689799,0.0005017992,0.00003984285,0.02478674,0.0002815157,0.0005340737,0.08798268],"study_design_scores_gemma":[0.006737253,0.00009032123,0.9414434,0.00005828257,0.0002174119,0.000007697873,0.0000884098,0.007928142,0.01446483,0.0003640517,0.02811351,0.0004866122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817232,0.0000200395,0.0002242661,0.0008555593,0.002844721,0.000243174,0.0000434114,0.00007118179,0.01397447],"genre_scores_gemma":[0.9949577,0.00004555121,0.001367387,0.0002814166,0.00110083,0.00006167641,0.0003526886,0.00003391398,0.00179881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08749607,"threshold_uncertainty_score":0.8788416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091529379774954,"score_gpt":0.2688567494021175,"score_spread":0.257941455604368,"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."}}