{"id":"W3080424822","doi":"10.1007/s00198-020-05594-8","title":"Fracture prediction from FRAX for Canadian ethnic groups: a registry-based cohort study","year":2020,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Manitoba","funders":"Versus Arthritis; Medical Research Council; National Institute for Health and Care Research","keywords":"FRAX; Medicine; Hip fracture; Hazard ratio; Ethnic group; Cohort; Population; Demography; Confidence interval; Osteoporosis; Internal medicine; Cohort study; Physical therapy; Bone mineral; Osteoporotic fracture; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001500823,0.001099565,0.0009486059,0.002686219,0.004241491,0.001899385,0.002628102,0.001427839,0.002903239],"category_scores_gemma":[0.003658286,0.001081554,0.002021996,0.006742809,0.0007253468,0.0008786002,0.001368855,0.001767781,0.0005533063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01471551,"about_ca_system_score_gemma":0.02485753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9780693,"about_ca_topic_score_gemma":0.9843992,"domain_scores_codex":[0.998522,0.000105761,0.00009098618,0.0003195367,0.000487483,0.0004744012],"domain_scores_gemma":[0.9971706,0.0001336109,0.00052477,0.000273322,0.001423623,0.0004740649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002327528,0.00007447645,0.9952225,0.00001835156,0.0001788051,0.00006840213,0.0002385459,0.00007748175,0.0001078347,0.0001005913,0.001637877,0.002042356],"study_design_scores_gemma":[0.00004254765,0.00003140195,0.9981633,0.00001968831,0.0001405945,0.00009915624,0.0004530632,0.0003356814,0.00003613652,0.00003924708,0.0006182832,0.00002086708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850454,0.0005997936,0.0001749277,0.0002840402,0.00002833145,0.00009557215,0.01152062,0.00002829964,0.00222304],"genre_scores_gemma":[0.9914613,0.0005616153,0.000452469,0.0001130443,0.00001647563,0.00006321974,0.005983385,0.0000177562,0.001330886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02193069,"threshold_uncertainty_score":0.106769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04491222562600364,"score_gpt":0.3456643276475911,"score_spread":0.3007521020215874,"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."}}