{"id":"W3217257499","doi":"10.1016/j.bone.2021.116260","title":"Bone microarchitecture and estimated failure load are deteriorated whether patients with chronic kidney disease have normal bone mineral density, osteopenia or osteoporosis","year":2021,"lang":"en","type":"article","venue":"Bone","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Bone and Joint Health Institute","funders":"","keywords":"Osteopenia; Medicine; Osteoporosis; Quantitative computed tomography; Bone mineral; Densitometry; Kidney disease; Femoral neck; Urology; Internal medicine; Bone density; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004981999,0.0004597222,0.0006897652,0.00009535784,0.0001782478,0.00009392845,0.00005571871,0.0001486386,0.0002230925],"category_scores_gemma":[0.0001255385,0.0003235664,0.00009378891,0.0003066237,0.0001600249,0.0001390817,0.000144132,0.0002332162,0.00006110883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734418,"about_ca_system_score_gemma":0.00075217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001635531,"about_ca_topic_score_gemma":0.002363132,"domain_scores_codex":[0.9979809,0.00006743556,0.0003372591,0.0006474027,0.0004417947,0.0005252392],"domain_scores_gemma":[0.998137,0.00002129186,0.000186698,0.0004913291,0.0003850928,0.0007785812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008581851,0.00160174,0.9289898,0.0002795307,0.0004460038,0.008207774,0.0006462477,0.00002369173,0.03517949,0.000001601989,0.01384285,0.002199416],"study_design_scores_gemma":[0.03545284,0.001613473,0.9521714,0.000563815,0.00113481,0.0007535692,0.0001789168,0.0002558207,0.004815394,0.00001750594,0.002315216,0.0007271694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914227,0.005637396,0.00002153419,0.001541395,0.0000513904,0.0007974138,0.000355487,0.0000778781,0.00009486999],"genre_scores_gemma":[0.9910642,0.00006273422,0.002283503,0.000870107,0.00005625364,0.00005592545,0.001048438,0.00007623221,0.004482603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03036409,"threshold_uncertainty_score":0.9999216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009248716743780059,"score_gpt":0.2359506132234414,"score_spread":0.2267018964796614,"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."}}