{"id":"W4399797525","doi":"10.1159/000539901","title":"Portal Vein Doppler is a sensitive marker for evaluating venous congestion in End Stage Kidney Disease","year":2024,"lang":"en","type":"article","venue":"Cardiorenal Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Hemodialysis; Internal medicine; Kidney disease; Inferior vena cava; Cardiology; Intravascular volume status; Radiology; Prospective cohort study; Ultrasound; Surgery; Hemodynamics","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":[0.0007231751,0.0002414024,0.0003608495,0.0009349595,0.0001479201,0.0004115408,0.0001613905,0.0002878903,0.001329499],"category_scores_gemma":[0.002977442,0.0001100442,0.0001643863,0.0006792144,0.0001629552,0.0003305448,0.0002386318,0.0003481388,0.0002001188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385261,"about_ca_system_score_gemma":0.0001824551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002517135,"about_ca_topic_score_gemma":0.0002842663,"domain_scores_codex":[0.9992488,0.0002987288,0.00009136624,0.0000871231,0.0002174463,0.00005650317],"domain_scores_gemma":[0.9976754,0.0008569885,0.0009077506,0.00006387678,0.0002763661,0.0002195466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001963625,0.00005562749,0.9840731,0.00006639636,0.00004635244,0.0001740628,0.00004372548,0.00007793727,0.003320911,0.00004929413,0.000234595,0.01166151],"study_design_scores_gemma":[0.00001709027,0.0005807189,0.9942163,0.00004222707,0.00004357881,0.002092731,0.0001054941,0.0005942638,0.001270146,0.0001086025,0.0009202132,0.000008610449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876945,0.006307913,0.003121413,0.0002186023,0.00006229529,0.00004320879,0.0004722411,0.00004494538,0.002034884],"genre_scores_gemma":[0.9981425,0.00055767,0.0009092307,0.00003877098,0.00004643276,0.00001358855,0.0001421286,0.000001514651,0.0001481483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001329499,"threshold_uncertainty_score":0.004447639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987310308974856,"score_gpt":0.3376049343108674,"score_spread":0.3077318312211189,"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."}}