{"id":"W2026965697","doi":"10.1007/s00198-010-1445-5","title":"Construction and validation of a simplified fracture risk assessment tool for Canadian women and men: results from the CaMos and Manitoba cohorts","year":2010,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland; Dalhousie University; University of Toronto; Queen's University; McMaster University; McGill University; University of Calgary; University of Saskatchewan; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"FRAX; Medicine; Concordance; Osteoporosis; Risk assessment; Femoral neck; Risk management tools; Framingham Risk Score; Internal medicine; Hip fracture; Physical therapy; Bone mineral; Demography; Osteoporotic fracture; Disease","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":[0.0006236191,0.0001097081,0.0001901342,0.00009180313,0.000204813,0.00007535342,0.00006265261,0.0001324221,0.00008773593],"category_scores_gemma":[0.0005473264,0.00008273925,0.00002293605,0.00004879266,0.0001675929,0.0001142811,0.00003830882,0.0002994525,6.395967e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176014,"about_ca_system_score_gemma":0.0003000821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03833322,"about_ca_topic_score_gemma":0.03337085,"domain_scores_codex":[0.9988596,0.0000414459,0.0003251848,0.0002764115,0.0002971085,0.0002001768],"domain_scores_gemma":[0.9986588,0.0004643154,0.0001810407,0.0001764057,0.0002848974,0.0002345263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008180736,0.00005294549,0.9396899,0.00006127683,0.0001493194,0.000002895986,0.00199479,0.0000019079,0.007059991,0.0004545478,0.003717248,0.04599716],"study_design_scores_gemma":[0.003627038,0.0002321021,0.9736419,0.00004413515,0.00005460003,0.00005469851,0.001935639,0.0005737116,0.002392122,0.00127333,0.01606075,0.0001099136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908519,0.00003850091,0.00004685478,0.006057269,0.0002403804,0.0007987818,0.001247077,0.00000900032,0.0007102206],"genre_scores_gemma":[0.9956031,0.0001823174,0.002803472,0.0005545053,0.0001991172,0.0001015422,0.0004672554,0.00001163641,0.00007707621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04588724,"threshold_uncertainty_score":0.9842676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171901128496999,"score_gpt":0.3000307487162961,"score_spread":0.2883117374313261,"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."}}