{"id":"W2409289779","doi":"","title":"Canadian Association of Radiologists national advisory on gadolinium administration and nephrogenic systemic fibrosis.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Lanthanide and Transition Metal Complexes","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Nephrogenic systemic fibrosis; Gadolinium; Administration (probate law); Radiology; Magnetic resonance imaging","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":[0.0004786864,0.00006722734,0.0001298604,0.0000807714,0.0001023662,0.0000163003,0.00006407077,0.00006392394,0.00002933956],"category_scores_gemma":[0.0001285844,0.00006169314,0.00003222894,0.00007375577,0.00003903231,0.0001082056,0.000005162319,0.00004164521,0.00002011398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885689,"about_ca_system_score_gemma":0.0001601863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680064,"about_ca_topic_score_gemma":0.004253397,"domain_scores_codex":[0.9991308,0.00009769805,0.0002005465,0.0001489215,0.0002363677,0.0001856688],"domain_scores_gemma":[0.9995237,0.000097661,0.0001167874,0.00006839121,0.00009518164,0.00009829941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001033247,0.000456663,0.2022659,0.0006345272,0.000267327,0.00008604836,0.001663203,0.0006040255,0.7406048,0.02701635,0.02152717,0.00384073],"study_design_scores_gemma":[0.0004984401,0.00007313982,0.9315742,0.0000137741,0.00001887553,0.0001091691,0.00002144285,0.00002842911,0.06636567,0.0005140883,0.0006375608,0.0001452188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977729,0.00009055195,0.00001888098,0.0003428965,0.0001638813,0.0002402322,0.0001321225,0.00002331497,0.001215266],"genre_scores_gemma":[0.9992661,0.00003771162,0.00007016255,0.0001972463,0.00007526925,0.0001166566,0.00003196171,0.000004620872,0.0002002791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7293082,"threshold_uncertainty_score":0.2539765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997377117870782,"score_gpt":0.2192299020397541,"score_spread":0.1892561308610463,"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."}}