{"id":"W1979772052","doi":"10.1111/hdi.12300","title":"“Angiography without contrast”: Severe vascular calcification in chronic kidney disease","year":2015,"lang":"en","type":"letter","venue":"Hemodialysis International","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003954833,0.0003994091,0.0007368781,0.0009745649,0.00003818569,0.00006898242,0.000389801,0.0005125816,0.0004226001],"category_scores_gemma":[0.0004324847,0.0003438162,0.001275452,0.0003640048,0.0001371724,0.0001304513,0.00008956273,0.001005908,0.0001952511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007993731,"about_ca_system_score_gemma":0.0008331037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009119685,"about_ca_topic_score_gemma":0.00001247521,"domain_scores_codex":[0.9969367,0.000169369,0.0005457921,0.0007207427,0.001253753,0.000373611],"domain_scores_gemma":[0.9983054,0.00005096392,0.0002285821,0.0006971742,0.0004478783,0.0002699405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002023611,0.000171696,0.04398697,0.0002409906,0.002126934,0.001072683,0.00009638923,0.0001629243,0.0002425271,0.00003763959,0.9496039,0.002054941],"study_design_scores_gemma":[0.003459142,0.00006932231,0.02401747,0.0004906736,0.001212417,0.00006939913,0.00001329485,0.002051267,0.00005973504,0.0005217101,0.9675195,0.0005160847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02984952,0.010191,0.004363229,0.9317422,0.003341853,0.003012715,0.001587678,0.0005358955,0.0153759],"genre_scores_gemma":[0.32013,0.002114634,0.002232911,0.5822981,0.02546233,0.001258575,0.05027781,0.0003267333,0.01589894],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3494441,"threshold_uncertainty_score":0.9999014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361172948345133,"score_gpt":0.2815636599825292,"score_spread":0.2579519304990779,"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."}}