{"id":"W1992140099","doi":"10.1016/j.jocd.2013.05.020","title":"Adjustment of FRAX probability according to lumbar spine Trabecular Bone Score (TBS): The Manitoba BMD Cohort","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Densitometry","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Trabecular bone score; Medicine; FRAX; Bone mineral; Osteoporosis; Cohort; Dentistry; Osteoporotic fracture; Internal medicine; 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":[0.002799749,0.0001850171,0.0009981701,0.0002225037,0.00004340668,0.00004330543,0.0003872856,0.0001434327,0.0001241587],"category_scores_gemma":[0.002664197,0.0001171198,0.0006229948,0.0006947313,0.0001305922,0.000149477,0.00007871907,0.0008326363,0.00005435643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006073915,"about_ca_system_score_gemma":0.0000494673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003657043,"about_ca_topic_score_gemma":0.000005137155,"domain_scores_codex":[0.9965112,0.0001632852,0.002019872,0.0001880684,0.000829065,0.0002884835],"domain_scores_gemma":[0.9979148,0.0003581195,0.0003887664,0.0004370635,0.0004524267,0.0004488568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002793176,0.0004939951,0.8032014,0.0003180874,0.001518586,0.000102288,0.00007015425,0.00483724,0.009417122,0.0000307596,0.01520225,0.1647802],"study_design_scores_gemma":[0.0006237152,0.0002241564,0.9883865,0.0003222448,0.0004381397,0.00006292761,0.000263893,0.0069438,0.001392371,0.0003749789,0.0007715745,0.0001957637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881914,0.001013184,0.008326076,0.0009017257,0.001136129,0.0002374263,0.000001610822,0.00003062117,0.0001617853],"genre_scores_gemma":[0.9928454,0.0003754718,0.005227187,0.0004225353,0.001067944,0.000005515242,9.632956e-7,0.00002364534,0.00003137741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1851851,"threshold_uncertainty_score":0.4776007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03676528793603911,"score_gpt":0.317668177483032,"score_spread":0.2809028895469929,"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."}}