{"id":"W4399998865","doi":"10.1007/s11657-024-01402-6","title":"Hip fracture rate and osteoporosis treatment in Ontario: A population-based retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"Archives of Osteoporosis","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Institute for Clinical Evaluative Sciences; University of Toronto; McMaster University; Impact","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Osteoporosis; Hip fracture; Population; Gerontology; Physical therapy; Demography; Emergency medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005087136,0.0003727441,0.0009338742,0.0007162,0.0001234318,0.0000626274,0.0001070065,0.0001301149,0.0003260217],"category_scores_gemma":[0.0001322161,0.0002995382,0.0002001201,0.0004750943,0.0001453382,0.0001367706,0.00005918073,0.0005395751,0.00001177022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006517564,"about_ca_system_score_gemma":0.0008547282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2490669,"about_ca_topic_score_gemma":0.2017259,"domain_scores_codex":[0.9971247,0.0002345474,0.0007314602,0.0008403676,0.0005259606,0.0005429272],"domain_scores_gemma":[0.998227,0.000680964,0.0001202493,0.000547569,0.00006374031,0.0003604506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007128417,0.0008793845,0.9834182,0.0002686142,0.0001450994,0.0001088917,0.007911361,0.00002136541,0.0009836934,0.00002006784,0.00005131933,0.005479195],"study_design_scores_gemma":[0.003275404,0.003682812,0.9886243,0.0003923556,0.0002265333,0.00001314966,0.001191081,0.0005266794,0.001132966,0.0002857643,0.0004209389,0.0002280048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930746,0.0007933191,0.000008028157,0.001243322,0.00011819,0.003186092,0.00005183145,0.00008475179,0.001439859],"genre_scores_gemma":[0.9969946,0.0001283934,0.0006688316,0.0002278336,0.00004373562,0.000383454,0.000195572,0.0000561234,0.001301482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04734106,"threshold_uncertainty_score":0.9999457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674325858800413,"score_gpt":0.3033009765563521,"score_spread":0.2865577179683479,"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."}}