{"id":"W2029005518","doi":"10.1007/s00198-010-1464-2","title":"Construction of a FRAX® model for the assessment of fracture probability in Canada and implications for treatment","year":2010,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McGill University; University of Calgary; University of Saskatchewan; University of Manitoba","funders":"International Osteoporosis Foundation; Public Health Agency of Canada","keywords":"FRAX; Medicine; Femoral neck; Hip fracture; Osteoporosis; Cohort; Physical therapy; Bone mineral; Population; Demography; Osteoporotic fracture; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002057418,0.00006880707,0.0001803272,0.00005114497,0.00004477043,0.000004800145,0.0000715029,0.00005149233,0.00002837148],"category_scores_gemma":[0.0001484148,0.00004683982,0.00005075399,0.00004996463,0.00008558793,0.0000327363,0.00001529914,0.00008238103,2.367868e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912607,"about_ca_system_score_gemma":0.00210755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1487332,"about_ca_topic_score_gemma":0.6955863,"domain_scores_codex":[0.9992387,0.000008375015,0.0003191013,0.0001522165,0.0001653097,0.0001163281],"domain_scores_gemma":[0.9988769,0.0003825894,0.0001330616,0.0001805334,0.0003663102,0.00006056127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002852925,0.0003020403,0.9420418,0.0002233217,0.00007207989,7.513601e-8,0.0002475525,0.0004174308,0.01124785,0.007213985,0.0004283088,0.03752025],"study_design_scores_gemma":[0.002262847,0.0002322709,0.9023162,0.00002630204,0.00003962491,0.000008380717,0.000166616,0.0878718,0.002790951,0.002609983,0.001624492,0.00005048366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809964,0.0000352139,0.003231808,0.01315673,0.0001422551,0.001692685,0.0005747098,0.000003051407,0.000167153],"genre_scores_gemma":[0.9767514,0.00004747997,0.02224377,0.0001453956,0.00003378346,0.0006313879,0.00008365821,0.000006246481,0.00005682379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.546853,"threshold_uncertainty_score":0.8569354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274777011258656,"score_gpt":0.3658043219764873,"score_spread":0.3330565518639007,"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."}}