{"id":"W2955594328","doi":"10.1016/j.carj.2019.04.001","title":"Updated Clinical Practice Guideline on Use of Gadolinium-Based Contrast Agents in Kidney Disease Issued by the Canadian Association of Radiologists","year":2019,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Lanthanide and Transition Metal Complexes","field":"Materials Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Ottawa Hospital; University of Ottawa","funders":"Association Canadienne des Radiologistes; National Science Foundation","keywords":"Medicine; Nephrogenic systemic fibrosis; Guideline; Kidney disease; Acute kidney injury; Dialysis; Internal medicine; Renal function; Stage (stratigraphy); Clinical Practice; Radiology; Intensive care medicine; Pathology; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007551271,0.0001934035,0.0006562549,0.0003188894,0.0001532475,0.00008340026,0.0004329284,0.0003176882,0.0007020775],"category_scores_gemma":[0.01617721,0.0001533273,0.0002101086,0.0003234823,0.000138134,0.0003114133,0.00001009189,0.0004881415,0.0000362789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002108655,"about_ca_system_score_gemma":0.003589506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2174537,"about_ca_topic_score_gemma":0.3730631,"domain_scores_codex":[0.9947516,0.002160114,0.001633763,0.0002856836,0.0006274077,0.0005414737],"domain_scores_gemma":[0.9936993,0.001603184,0.002498641,0.0003191971,0.001077613,0.0008020239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000534917,0.0001949162,0.6529416,0.0000294387,0.0002105012,0.00005654568,0.000133686,0.003949461,0.005235896,0.0005469292,0.3359886,0.0001775273],"study_design_scores_gemma":[0.00717347,0.0007269136,0.807048,0.0002620365,0.0003395426,0.00002634609,0.0001564427,0.003037795,0.002759501,0.0003811271,0.1775259,0.000562915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714814,0.0001084718,0.0001529399,0.02171824,0.001525526,0.0006185551,0.0037199,0.00001421678,0.0006606773],"genre_scores_gemma":[0.9919325,0.00007747197,0.0006408305,0.006520696,0.0001180037,0.000003948559,0.0003979561,0.00001527398,0.0002933769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1584626,"threshold_uncertainty_score":0.99211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454981754039624,"score_gpt":0.3251234467652763,"score_spread":0.2805736292248801,"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."}}