{"id":"W2407602899","doi":"","title":"Economic impact of an ultrasonographic contrast agent on the diagnosis and initial management of patients with suspected renal artery stenosis.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Medicine; Renal artery stenosis; Stenosis; Radiology; Renal artery; Cost effectiveness; Surgery; Kidney; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001294127,0.000113074,0.0002369326,0.00008889708,0.0000274941,0.00001046823,0.00006236372,0.00002957531,0.00005513161],"category_scores_gemma":[0.00001423403,0.00005917847,0.00009736269,0.00007960646,0.0001341698,0.00005134758,0.00001541559,0.0000661282,0.000001150671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003687361,"about_ca_system_score_gemma":0.000004129111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002337364,"about_ca_topic_score_gemma":0.00000775733,"domain_scores_codex":[0.9992802,0.00005603476,0.0001899099,0.0001574031,0.0001332177,0.0001833049],"domain_scores_gemma":[0.9995012,0.00006307272,0.0001070392,0.0002164457,0.00003149255,0.00008071422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008720023,0.0008504231,0.9188448,0.00007470817,0.001145057,0.00003752826,0.0002059352,0.00003891325,0.00001840797,0.00007612531,0.0002490005,0.07758716],"study_design_scores_gemma":[0.002069656,0.0008735936,0.9959481,0.00004870518,0.0001685969,0.000004265979,0.0000676756,0.00001965535,0.0007082882,0.0000126571,0.00001304327,0.00006579859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982192,0.0000917727,0.000002379852,0.00007956566,0.00002399613,0.0009659532,0.00004607563,0.00001359456,0.0005574675],"genre_scores_gemma":[0.9991674,0.0003096297,0.000022788,0.0000368267,0.00002231195,0.0004055748,0.0000163367,0.000009167754,0.000009904304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07752137,"threshold_uncertainty_score":0.2413228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038754977568364,"score_gpt":0.2325695896005616,"score_spread":0.2021820398248779,"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."}}