{"id":"W2163410480","doi":"10.1177/089686080802800313","title":"Calciphylaxis: The Beginning of the End?","year":2008,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Calciphylaxis; Medicine; Incidence (geometry); Peritoneal dialysis; Hemodialysis; Dialysis; Calcium; Surgery; Population; Internal medicine; Gastroenterology; Calcification","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":[],"consensus_categories":[],"category_scores_codex":[0.00005739037,0.00007975652,0.0001380474,0.00004562857,0.0001394621,0.000007034217,0.0001917839,0.00002941616,0.0001491542],"category_scores_gemma":[0.00008605544,0.00004138934,0.0002142855,0.0001552783,0.0002125136,0.00003776748,0.00006135278,0.00009121691,0.00002440151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004370601,"about_ca_system_score_gemma":0.00006271909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002656157,"about_ca_topic_score_gemma":0.00002101315,"domain_scores_codex":[0.9991714,0.000025371,0.0001753929,0.0001219953,0.0004081156,0.00009770842],"domain_scores_gemma":[0.9995304,0.0000445158,0.00008015695,0.0002203436,0.00009351955,0.00003100512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00014378,0.0006313737,0.9733275,0.000003841201,0.00105317,0.00003972041,0.002806793,0.0001391559,0.006616123,0.001741477,0.01101679,0.002480278],"study_design_scores_gemma":[0.001368097,0.00005980839,0.9687089,0.0000113029,0.0001403735,0.0001239239,0.0002096116,0.001159988,0.005581276,0.0001403736,0.02241327,0.00008312169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765158,0.0007404285,0.00005577631,0.003220924,0.000339454,0.0001057842,0.00001865149,0.00001133086,0.01899188],"genre_scores_gemma":[0.997163,0.0001036437,0.0001062453,0.000328478,0.0001784617,0.00002309916,0.00002136861,0.000007104455,0.002068585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02064724,"threshold_uncertainty_score":0.1687808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092820027506689,"score_gpt":0.2802938722805748,"score_spread":0.259365672005508,"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."}}