{"id":"W1984336378","doi":"10.1002/jmri.21973","title":"Risk factors for NSF: A literature review","year":2009,"lang":"en","type":"review","venue":"Journal of Magnetic Resonance Imaging","topic":"Lanthanide and Transition Metal Complexes","field":"Materials Science","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Science Foundation","keywords":"Nephrogenic systemic fibrosis; Medicine; Magnetic resonance imaging; Incidence (geometry); Risk factor; Radiology; Risk assessment; Internal medicine; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001280342,0.0004453648,0.00220246,0.0002145456,0.0001255995,0.0002478627,0.0006583175,0.0000941189,0.0002515349],"category_scores_gemma":[0.00046905,0.0002773528,0.001192227,0.0003504083,0.00006212048,0.0003725893,0.00003053223,0.0005440876,0.00002307389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005538819,"about_ca_system_score_gemma":0.0001977112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002331092,"about_ca_topic_score_gemma":5.959613e-7,"domain_scores_codex":[0.9970194,0.0003577037,0.001456687,0.0003206472,0.0004756004,0.0003700112],"domain_scores_gemma":[0.9971184,0.0004303643,0.001590259,0.0003407461,0.0003836665,0.000136635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009626517,0.00002902469,0.000002416157,0.01768431,0.000007421123,0.00009568441,0.00003651822,1.695315e-7,0.00002745107,0.00002354062,0.004804683,0.9772792],"study_design_scores_gemma":[0.0001986947,0.0001493137,0.00001860837,0.1490773,0.001021913,0.0007449278,0.000003578711,0.000002272913,0.00001571829,0.0003349836,0.8481801,0.0002525117],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001078504,0.9978923,0.0003866751,0.0001571588,0.0005485193,0.0006116641,0.0002711148,0.0000180909,0.0001037013],"genre_scores_gemma":[0.000003009502,0.9937051,0.00523137,0.0003205804,0.0004678055,0.00001486357,0.00002010493,0.00003905578,0.000198125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9770266,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773569932392089,"score_gpt":0.3152511651443189,"score_spread":0.287515465820398,"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."}}