{"id":"W1970535494","doi":"10.1210/jc.2013-3468","title":"Empirically Based Composite Fracture Prediction Model From the Global Longitudinal Study of Osteoporosis in Postmenopausal Women (GLOW)","year":2014,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital","funders":"National Institute on Aging; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Osteoporosis; Fracture (geology); Hip fracture; FRAX; Prospective cohort study; Pelvis; Ankle; Physical therapy; Demography; Orthodontics; Internal medicine; Surgery; Osteoporotic fracture; Bone mineral; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006821328,0.0008234325,0.000928288,0.001719719,0.0004002351,0.0008846127,0.001363564,0.0009331906,0.001770407],"category_scores_gemma":[0.01321747,0.0003154171,0.001594962,0.0009106178,0.0003352018,0.0004379861,0.0007481666,0.001323808,0.0004340693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008805093,"about_ca_system_score_gemma":0.001331221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545265,"about_ca_topic_score_gemma":0.01328381,"domain_scores_codex":[0.9984508,0.0009370969,0.00008441267,0.0002597662,0.0001683659,0.00009960405],"domain_scores_gemma":[0.994621,0.003578559,0.0008148489,0.0003337495,0.0004528948,0.0001989679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007716438,0.0004665648,0.866019,0.0001394365,0.0008209567,0.0002450286,0.0002114903,0.09009263,0.0003057808,0.001536222,0.003262921,0.0361284],"study_design_scores_gemma":[0.0003141231,0.0008018821,0.24388,0.0001481547,0.00052733,0.0004536053,0.0001967818,0.7447813,0.0001879091,0.007444397,0.001215035,0.00004947195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365509,0.0009130064,0.05444579,0.0009933244,0.0001135264,0.0004876594,0.00444556,0.000290031,0.001760062],"genre_scores_gemma":[0.9766629,0.0002580516,0.01789155,0.0001451124,0.00004185902,0.0003536299,0.003927121,0.00002102025,0.0006985075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545265,"threshold_uncertainty_score":0.03607512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06687722170418564,"score_gpt":0.4152659448846861,"score_spread":0.3483887231805005,"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."}}