{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001119717,0.0002446503,0.0005926199,0.0003501598,0.00005042568,0.00002856466,0.00005333055,0.00006306407,0.0007388075],"category_scores_gemma":[0.0008278557,0.0001748695,0.0002878579,0.0003709849,0.0001517853,0.00007007411,0.00004294412,0.0001911564,0.00003076451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489415,"about_ca_system_score_gemma":0.0003251879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004993235,"about_ca_topic_score_gemma":0.000003627193,"domain_scores_codex":[0.9978957,0.00009313697,0.0004320097,0.0005308364,0.0007040747,0.0003442311],"domain_scores_gemma":[0.9987109,0.0001655536,0.00006048271,0.0002896446,0.0001747059,0.0005987509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01161638,0.001548572,0.01288313,0.01516256,0.00806073,0.03872765,0.00999494,0.0009081912,0.01875737,0.007615251,0.5189983,0.355727],"study_design_scores_gemma":[0.02364219,0.00534578,0.4894533,0.02529345,0.01819,0.0003335919,0.004410418,0.1264602,0.001109807,0.001098396,0.3029443,0.001718568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8923245,0.01274176,0.005321282,0.04041467,0.003736359,0.00584862,0.001689581,0.0003856858,0.03753754],"genre_scores_gemma":[0.9911023,0.0001276123,0.0001818035,0.002744235,0.001129335,0.0001806092,0.0009530057,0.00004571192,0.003535412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4765702,"threshold_uncertainty_score":0.8089424,"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."}}