{"id":"W3120858710","doi":"10.1016/j.jvir.2009.12.391","title":"Quality Improvement Guidelines for Angiography, Angioplasty, and Stent Placement for the Diagnosis and Treatment of Renal Artery Stenosis in Adults","year":2010,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Angioplasty; Stenosis; Stent; Renal artery stenosis; Angiography; Radiology; Renal artery; Cardiology; Internal medicine; Kidney","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":[0.0009837628,0.000125369,0.0004640809,0.0001662572,0.00004636283,0.00001011199,0.00004671973,0.00007504593,0.00000868933],"category_scores_gemma":[0.0002449707,0.00006893359,0.0008338235,0.0000416887,0.0001481154,0.00004781117,0.00002630271,0.00007335252,2.903024e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001715307,"about_ca_system_score_gemma":0.00002286138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000036112,"about_ca_topic_score_gemma":0.00009045707,"domain_scores_codex":[0.9988188,0.00005643941,0.0007062191,0.0001577737,0.0001282283,0.0001326036],"domain_scores_gemma":[0.9988982,0.0003591458,0.0002766865,0.0001016324,0.0002986374,0.00006571283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007060035,0.002628729,0.6434435,0.001119471,0.00782707,0.00002911237,0.0008352632,0.00008139077,0.01732996,0.001516662,0.00205199,0.3160768],"study_design_scores_gemma":[0.01399188,0.01762847,0.9584522,0.000438794,0.0008059097,0.0005266229,0.000664436,0.0003932166,0.001739332,0.0007422872,0.004484988,0.0001318526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779183,0.01619949,0.003332872,0.001684448,0.0001686986,0.0006468658,0.00004549318,0.000001916143,0.000001972669],"genre_scores_gemma":[0.9872808,0.008712787,0.003494788,0.00008687811,0.0002137517,0.0001760249,0.00001336852,0.000007580496,0.000014052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.315945,"threshold_uncertainty_score":0.281103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06648143648433939,"score_gpt":0.3602077458699882,"score_spread":0.2937263093856488,"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."}}