{"id":"W4317479369","doi":"10.1002/jbmr.4774","title":"Contributions of Clinical and Technical Factors to Longitudinal Change in Trabecular Bone Score and Bone Density: A Registry-Based Individual-Level Analysis","year":2020,"lang":"en","type":"article","venue":"Journal of Bone and Mineral Research","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Medical Research Council","keywords":"Medicine; Trabecular bone score; Osteoporosis; Bone mineral; Lumbar spine; Bisphosphonate; Dual-energy X-ray absorptiometry; Urology; Lumbar; Bone density; Quantitative computed tomography; Dentistry; Physical therapy; Nuclear medicine; Internal medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005665813,0.0003883827,0.0005570262,0.001188444,0.0004108452,0.0009495695,0.0006868198,0.0006068971,0.0008783449],"category_scores_gemma":[0.01093664,0.0004181859,0.001061629,0.002123699,0.0004375798,0.0005999717,0.0008290649,0.0007450819,0.0002817054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004327119,"about_ca_system_score_gemma":0.0008185671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166421,"about_ca_topic_score_gemma":0.01013779,"domain_scores_codex":[0.996644,0.001484688,0.0003118901,0.0007288276,0.0005249558,0.0003057733],"domain_scores_gemma":[0.9896418,0.002893278,0.002928957,0.002716778,0.001242657,0.0005765572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006809711,0.000008478619,0.9993187,0.000001497697,0.00008249251,0.00001182119,0.00001645515,0.0000520637,0.00003586064,0.000005941766,0.00002497617,0.0003736123],"study_design_scores_gemma":[0.000006496247,0.000088356,0.9983911,0.000002348178,0.0001242196,0.0001088928,0.0000687818,0.0009681957,0.00007077843,0.00002346266,0.0001421896,0.000005059596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983346,0.0002284162,0.0005354736,0.00004625336,0.000006301519,0.000009658537,0.0005281601,0.00001792472,0.0002932962],"genre_scores_gemma":[0.9991854,0.00003927693,0.0001939039,0.00001466049,0.000007196006,0.00001147662,0.0004293137,0.000006835416,0.0001119236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166421,"threshold_uncertainty_score":0.02996403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3400375926552119,"score_gpt":0.4874279166556915,"score_spread":0.1473903240004796,"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."}}