{"id":"W2980484422","doi":"10.1053/j.ajkd.2019.07.013","title":"Symptoms of Secondary Hyperparathyroidism in Patients Receiving Maintenance Hemodialysis: A Prospective Cohort Study","year":2019,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Dalhousie University","funders":"Amgen","keywords":"Medicine; Secondary hyperparathyroidism; Prospective cohort study; Dialysis; Hemodialysis; Internal medicine; Hyperparathyroidism; Concomitant; Parathyroid hormone; Population; Cohort study; Cohort; Confounding; Physical therapy","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":[0.0001496783,0.000201893,0.0009815751,0.0003008039,0.0000245637,0.00001115268,0.000136293,0.00002135862,0.00004524885],"category_scores_gemma":[0.0005187287,0.0001538876,0.000235022,0.0005256241,0.0001343246,0.0001896258,0.00003560911,0.0001843782,0.0000200498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653384,"about_ca_system_score_gemma":0.0006958506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008941261,"about_ca_topic_score_gemma":0.000003115044,"domain_scores_codex":[0.9982583,0.0001181288,0.0006312038,0.0002576926,0.0004884925,0.000246174],"domain_scores_gemma":[0.9981025,0.00006387975,0.0007178886,0.0002852959,0.0003030848,0.0005273005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001562089,0.004741014,0.9875242,0.00001064124,0.0007072182,0.00006522326,0.0005864087,0.00001103509,0.00006764429,0.00000275203,0.001522609,0.00319924],"study_design_scores_gemma":[0.01192299,0.006397179,0.9788123,0.0001125244,0.0005312746,0.00001340948,0.001947357,0.00001263134,0.0000366864,0.00002726064,0.00005341954,0.0001329918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966052,0.0007782885,0.000004616305,0.00008628907,0.000100558,0.0008501866,0.0000470203,0.000007655998,0.001520222],"genre_scores_gemma":[0.9992785,0.0000900983,0.00008048504,0.000342485,0.0000309213,0.00002151478,0.00001164454,0.0000226681,0.0001216433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0103609,"threshold_uncertainty_score":0.6275353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002758168395017707,"score_gpt":0.232695383953465,"score_spread":0.2299372155584473,"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."}}