{"id":"W2072658888","doi":"10.1046/j.1523-1755.2002.00375.x","title":"Calciphylaxis is usually non-ulcerating: Risk factors, outcome and therapy","year":2002,"lang":"en","type":"article","venue":"Kidney International","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":437,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Calciphylaxis; Medicine; Cellulitis; Surgery; Mortality rate; Internal medicine; Dialysis; Incidence (geometry); Diabetes mellitus; Peritoneal dialysis; Prospective cohort study; Gastroenterology; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003903155,0.0001439085,0.0001619205,0.00007996229,0.00007815296,0.00003928512,0.00007023021,0.00005935581,0.001241277],"category_scores_gemma":[0.0001234854,0.0001091974,0.00008043825,0.00005308641,0.00003669229,0.000084633,0.00002355765,0.000116126,0.0001047261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003943759,"about_ca_system_score_gemma":0.00001967155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001672644,"about_ca_topic_score_gemma":0.000002831486,"domain_scores_codex":[0.9991779,0.00001172603,0.000193772,0.0002215049,0.0002579489,0.0001371414],"domain_scores_gemma":[0.9994822,0.00002905634,0.00007317628,0.0001333241,0.00006369336,0.0002185612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002765298,0.0002919589,0.9114276,0.000001618068,0.0002675419,0.00001322271,0.0006499947,4.984749e-7,0.0002313892,0.0000396913,0.08502775,0.002021071],"study_design_scores_gemma":[0.008318247,0.0004891824,0.8527822,0.00001477321,0.00005878326,0.0000350785,0.00009853519,0.006959311,0.00128169,0.0001613593,0.1295432,0.0002576479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773565,0.0008050815,0.000113082,0.003323957,0.0002880764,0.0001687944,0.0002027515,0.00003318996,0.01770859],"genre_scores_gemma":[0.9896262,0.0007744508,0.000489747,0.002431297,0.0001132036,0.00001208537,0.00008925526,0.0000151106,0.006448675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05864545,"threshold_uncertainty_score":0.9996717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0409749409752316,"score_gpt":0.3140136517637669,"score_spread":0.2730387107885353,"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."}}