{"id":"W1987212789","doi":"10.1161/circulationaha.106.680991","title":"The Challenge of Diagnosing Atheroembolic Renal Disease","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Aortic Thrombus and Embolism","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Dialysis; Disease; Internal medicine; Renal function; Kidney disease; Heart failure; Cardiology; Diabetes mellitus; Proportional hazards model; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006318025,0.0003875025,0.0007768928,0.001578777,0.000571873,0.0017096,0.001159318,0.001128241,0.001490945],"category_scores_gemma":[0.02277099,0.0003389796,0.0002363572,0.0006499555,0.001403802,0.001979302,0.0006788747,0.001935042,0.001097109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004201458,"about_ca_system_score_gemma":0.0006960833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733318,"about_ca_topic_score_gemma":0.001819545,"domain_scores_codex":[0.9972565,0.001310807,0.0003660444,0.0002997791,0.0005737959,0.0001930382],"domain_scores_gemma":[0.9821784,0.011454,0.002117997,0.0007063857,0.002538047,0.00100526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002453352,0.0001147441,0.8698177,0.0003217188,0.0001094466,0.002854437,0.0003613479,0.0006429049,0.0009213105,0.0008134221,0.00796738,0.1158302],"study_design_scores_gemma":[0.00008857599,0.0007052693,0.8423327,0.002089725,0.000233622,0.09656977,0.005688964,0.01014565,0.001428899,0.02054533,0.0200499,0.0001215491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8535987,0.05840556,0.02833576,0.04197647,0.001519173,0.0001437528,0.001151461,0.0002184933,0.0146507],"genre_scores_gemma":[0.969481,0.01119089,0.01334206,0.002015217,0.002751537,0.00003868292,0.0003042099,0.0000199521,0.0008563814],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006318025,"threshold_uncertainty_score":0.03341329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516511920159366,"score_gpt":0.2918479815565021,"score_spread":0.2666828623549085,"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."}}