{"id":"W6926791344","doi":"10.25384/sage.c.4685339.v1","title":"Altered brain structural and cognitive impairment in end-stage renal disease patients with secondary hyperparathyroidism","year":2019,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Secondary hyperparathyroidism; Disease; Parathyroid hormone; Neuropsychology; Hyperparathyroidism; Montreal Cognitive Assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006812877,0.0008676745,0.0009445298,0.0009263007,0.0000998461,0.0003344205,0.001084387,0.000236797,0.0144176],"category_scores_gemma":[0.0001798642,0.0006821792,0.00007368093,0.0003265047,0.0002482392,0.0009302382,0.001125299,0.001300464,0.0005728803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608773,"about_ca_system_score_gemma":0.0006147519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000321245,"about_ca_topic_score_gemma":0.001167911,"domain_scores_codex":[0.995513,0.0005846006,0.0006929777,0.001308774,0.0010782,0.0008224277],"domain_scores_gemma":[0.9962163,0.0001737349,0.00114951,0.001697521,0.00007518828,0.0006877718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003375866,0.0005758132,0.1493988,0.0003726097,0.001519495,0.00141816,0.0006784459,0.000005326627,0.0001444712,0.000002095535,0.8086377,0.03387117],"study_design_scores_gemma":[0.0259098,0.0005731527,0.8506806,0.01429569,0.0006788627,0.00008265679,0.0004032094,0.0002010447,0.000009555708,0.0000585131,0.1049556,0.00215132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2171689,0.06955314,0.00004934953,0.0001881515,0.0005317176,0.00449624,0.6925505,0.0001784864,0.01528345],"genre_scores_gemma":[0.4685802,0.008802932,0.001751185,0.002771646,0.003393753,0.0001959166,0.1308683,0.009452021,0.374184],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.7036821,"threshold_uncertainty_score":0.9995629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208409336310517,"score_gpt":0.2904676838500674,"score_spread":0.2696267502190157,"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."}}