{"id":"W2159434880","doi":"10.1186/s12955-015-0266-9","title":"Health state utilities associated with major clinical events in the context of secondary hyperparathyroidism and chronic kidney disease requiring dialysis","year":2015,"lang":"en","type":"article","venue":"Health and Quality of Life Outcomes","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Humber River Regional Hospital; Dalhousie University; McMaster University","funders":"Amgen","keywords":"Medicine; Secondary hyperparathyroidism; Kidney disease; Myocardial infarction; Dialysis; Amputation; Stroke (engine); Population; Physical therapy; Context (archaeology); Internal medicine; Surgery; Parathyroid hormone; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002553675,0.0001679188,0.001171535,0.00008298136,0.00008128402,0.000005683467,0.00005902131,0.00004512271,0.000001735356],"category_scores_gemma":[0.001334696,0.0001034715,0.00009121962,0.0001313826,0.0002363032,0.00008237331,0.00003162441,0.0001773258,8.290742e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008796083,"about_ca_system_score_gemma":0.003067514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003296934,"about_ca_topic_score_gemma":0.002010053,"domain_scores_codex":[0.9971133,0.0008788322,0.001075757,0.0002530706,0.0003650142,0.0003139878],"domain_scores_gemma":[0.997535,0.0005028635,0.0005732779,0.0002614218,0.00006982604,0.001057626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009935185,0.0005475823,0.990278,0.0003384715,0.0001676169,0.00000240848,0.004726085,2.320047e-7,3.453978e-7,0.0001290989,0.0009903559,0.001826284],"study_design_scores_gemma":[0.01370504,0.001258239,0.9795774,0.0001140025,0.00004309029,0.000001043948,0.004724107,0.00001649911,7.799074e-7,0.0001736374,0.0003019998,0.00008421456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546875,0.0294657,0.0000093508,0.01493714,0.000038273,0.000581085,0.0002118103,0.00001056623,0.00005858644],"genre_scores_gemma":[0.9881704,0.002241255,0.00004422929,0.009283858,0.0000152119,0.00001716942,0.0001103464,0.0000100294,0.0001075341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03348287,"threshold_uncertainty_score":0.5441638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340595016288568,"score_gpt":0.4229167986723004,"score_spread":0.2888572970434436,"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."}}