{"id":"W2081909717","doi":"10.1038/bonekey.2013.138","title":"Fracture risk prediction: importance of age, BMD and spine fracture status","year":2013,"lang":"en","type":"article","venue":"BoneKEy Reports","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Saskatchewan; Public Health Ontario; University of Toronto; McMaster University; McGill University","funders":"Canadian Institutes of Health Research; Dairy Farmers of Canada; Eli Lilly and Company; Amgen","keywords":"Medicine; Bone mineral; Osteoporosis; Femoral neck; Logistic regression; Cohort; Prospective cohort study; Hip fracture; Fragility fracture; Radiography; Bone density; Physical therapy; Internal medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008727198,0.001835157,0.001414588,0.001778278,0.0006742693,0.001744724,0.001329638,0.001406956,0.001338911],"category_scores_gemma":[0.02709278,0.0005033413,0.001482243,0.001032554,0.0006071314,0.001033803,0.001243171,0.001542132,0.0004380725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004776273,"about_ca_system_score_gemma":0.001679579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304475,"about_ca_topic_score_gemma":0.01179592,"domain_scores_codex":[0.9969534,0.002129056,0.0001184584,0.0003572103,0.0002770617,0.0001648421],"domain_scores_gemma":[0.9864253,0.01124146,0.000886041,0.0003874195,0.000582857,0.0004768669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000877336,0.0002628534,0.9470606,0.00007938761,0.0005424093,0.0002235952,0.0001775857,0.02579483,0.000306744,0.0003742072,0.0006112775,0.02368933],"study_design_scores_gemma":[0.0001919002,0.001278753,0.2940176,0.000131229,0.001013156,0.0009526475,0.0003465902,0.6940078,0.0002472641,0.006797731,0.0009323218,0.00008302564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608961,0.00164912,0.03380861,0.001522783,0.00006200556,0.0001762901,0.0007013374,0.000130175,0.00105364],"genre_scores_gemma":[0.990236,0.0002573139,0.008525769,0.0000985984,0.00006616263,0.000038439,0.0004497463,0.00001490369,0.0003131216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304475,"threshold_uncertainty_score":0.04615438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223503189316455,"score_gpt":0.3001097251772254,"score_spread":0.2878746932840608,"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."}}