{"id":"W2022305121","doi":"10.1007/s00198-010-1461-5","title":"Spine–hip discordance and fracture risk assessment: a physician-friendly FRAX enhancement","year":2010,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Manitoba","funders":"","keywords":"FRAX; Medicine; Femoral neck; Bone mineral; Hip fracture; Cohort; Osteoporosis; Internal medicine; Physical therapy; Nuclear medicine; Osteoporotic fracture","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":[0.004497336,0.0006810669,0.001007237,0.001394732,0.0009073037,0.0009387526,0.0007628647,0.002564942,0.008862798],"category_scores_gemma":[0.02367784,0.0003927684,0.0004719086,0.0003641512,0.0003178728,0.001122585,0.001285072,0.0011458,0.001253379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003522203,"about_ca_system_score_gemma":0.0008005259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056583,"about_ca_topic_score_gemma":0.002522963,"domain_scores_codex":[0.9977465,0.00125987,0.0002059446,0.0001512286,0.0005326744,0.0001038213],"domain_scores_gemma":[0.9919989,0.004697526,0.0006511182,0.0004222595,0.001235591,0.0009947749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003117793,0.002520195,0.2116475,0.0004607464,0.0001954223,0.02367733,0.001902772,0.002957579,0.003489772,0.002970262,0.1284662,0.6185944],"study_design_scores_gemma":[0.001966678,0.007682807,0.5911577,0.001820965,0.0007706204,0.1408264,0.0035316,0.02596374,0.007757788,0.01706923,0.2009683,0.0004841825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4999578,0.01706067,0.07864621,0.2426464,0.005240177,0.002267453,0.001573835,0.004107045,0.1485005],"genre_scores_gemma":[0.8556192,0.00419366,0.1016954,0.01178211,0.009933034,0.0004757482,0.0004019642,0.0003170097,0.01558185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008862798,"threshold_uncertainty_score":0.02964902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00907740226641425,"score_gpt":0.3363490519850711,"score_spread":0.3272716497186569,"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."}}