{"id":"W2998933143","doi":"10.1016/j.jocd.2020.01.003","title":"Trabecular Bone Score (TBS) Predicts Fracture in Ankylosing Spondylitis: The Manitoba BMD Registry","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Densitometry","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Medicine; FRAX; Trabecular bone score; Ankylosing spondylitis; Bone mineral; Hazard ratio; Osteoporosis; Confidence interval; Bone density; Internal medicine; Population; Femoral neck; Dentistry; Osteoporotic fracture; Quantitative computed tomography","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":[0.001018252,0.0002262076,0.001147325,0.0001462226,0.00009412075,0.00004501955,0.0001934999,0.000272119,0.0001059882],"category_scores_gemma":[0.003712798,0.0001419789,0.0006035548,0.0006415163,0.0001934897,0.0001316273,0.00008188155,0.001502897,0.00002277998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006863887,"about_ca_system_score_gemma":0.0001803099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002376623,"about_ca_topic_score_gemma":0.00002381442,"domain_scores_codex":[0.996727,0.0002011341,0.001664892,0.0002849587,0.0007937971,0.0003282236],"domain_scores_gemma":[0.9975597,0.0006526123,0.0007539637,0.000312253,0.000279779,0.0004417509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003633445,0.0006962023,0.9443688,0.0001256906,0.0006662996,0.0237525,0.0003116019,0.00001599061,0.0001968851,0.00001706531,0.01148505,0.01473045],"study_design_scores_gemma":[0.007828758,0.00170504,0.9547616,0.0008570505,0.0004103697,0.002213264,0.001052032,0.00004686499,0.0001739067,0.0001048845,0.03071077,0.0001354757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742985,0.009833729,0.00006857733,0.01444448,0.0007422426,0.0002462333,0.00002201903,0.00001832137,0.000325917],"genre_scores_gemma":[0.98744,0.001763944,0.0006392605,0.007394137,0.002686556,0.000001893935,0.000009454396,0.00002982955,0.0000348632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02153924,"threshold_uncertainty_score":0.6529423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0768073014958746,"score_gpt":0.3675184104994602,"score_spread":0.2907111090035856,"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."}}