{"id":"W4417261030","doi":"10.1093/jbmrpl/ziaf190","title":"Crohn’s and bones: assessing bone microarchitecture using high-resolution peripheral quantitative computed tomography","year":2025,"lang":"en","type":"article","venue":"JBMR Plus","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"","keywords":"Quantitative computed tomography; Peripheral; Bone mineral; Trabecular bone score; Cortical bone; Microarchitecture; Osteoporosis","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":[0.0001063658,0.0001721923,0.0001551874,0.000111894,0.0002053502,0.00009490259,0.00008298842,0.0001601124,0.000005452606],"category_scores_gemma":[0.0000396744,0.0001750701,0.00008071779,0.0001466237,0.0001676141,0.000008819391,0.000121629,0.0001195557,9.233511e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004277326,"about_ca_system_score_gemma":0.0001650837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006197692,"about_ca_topic_score_gemma":0.00006963174,"domain_scores_codex":[0.9990502,0.0001087393,0.000182161,0.0003416936,0.00008617787,0.000231013],"domain_scores_gemma":[0.9995445,0.00001233258,0.00007413989,0.0002107275,0.00009187739,0.00006644308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001275974,0.0001204726,0.01985133,0.0003319072,0.0003145635,0.0003750813,0.0004880602,0.007795007,0.9626938,0.002615578,0.001581043,0.002557179],"study_design_scores_gemma":[0.002494184,0.0001030857,0.9549287,0.0001949186,0.0001331464,0.00004122482,0.0004634899,0.02394387,0.01488902,0.000634823,0.001599853,0.0005737001],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707865,0.001537846,0.02690159,0.00009373872,0.0002158563,0.0001979923,0.00002541647,0.00002887509,0.0002121765],"genre_scores_gemma":[0.9835394,0.00001046136,0.01582755,0.0003212377,0.0000912928,0.000008652652,0.00008634598,0.00001676227,0.0000982671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9478048,"threshold_uncertainty_score":0.7139151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009588465942551635,"score_gpt":0.2737519675344391,"score_spread":0.2641635015918875,"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."}}