{"id":"W4415570967","doi":"10.1302/1358-992x.2025.11.005","title":"DEFINING IMMINENT RISK USING FRAX SCORE MULTIPLIERS FOR PATIENTS WITH RECENT NON-HIP FRAGILITY FRACTURES","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"FRAX; Osteoporosis; Hip fracture; Fragility; Fracture (geology); Absolute risk reduction; Risk assessment","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004189892,0.0004017293,0.000551617,0.0002932189,0.0004234051,0.00006225401,0.0001586881,0.0002702711,0.00005156328],"category_scores_gemma":[0.001249435,0.00029739,0.0001931817,0.0005463028,0.0001590139,0.0001928089,0.00007752365,0.0006011449,0.000005099448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110799,"about_ca_system_score_gemma":0.0002356354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008001135,"about_ca_topic_score_gemma":0.00000844613,"domain_scores_codex":[0.9976924,0.000009022532,0.0004819443,0.0006932882,0.0005156279,0.000607711],"domain_scores_gemma":[0.9982675,0.0001360335,0.0003246828,0.0002341071,0.0007663349,0.0002712916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001723957,0.0003198413,0.9611101,0.0005186064,0.0001979889,0.000003632138,0.0007229206,0.00001497848,0.0002164356,0.00005567761,0.004320919,0.03079496],"study_design_scores_gemma":[0.008345412,0.0007755695,0.9424028,0.001295061,0.0008732144,0.000006848923,0.0005738805,0.001878075,0.00263609,0.0003433877,0.0403719,0.0004977394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898068,0.0006350349,0.005117069,0.0005430545,0.0003578346,0.001666345,0.00005025874,0.0001394104,0.001684138],"genre_scores_gemma":[0.9865353,0.000155293,0.01062918,0.002103093,0.0001909227,0.000119681,0.0001010733,0.00005618688,0.0001093061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03605098,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00809035403400714,"score_gpt":0.2727374812110768,"score_spread":0.2646471271770697,"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."}}