{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004697344,0.0003182021,0.0004603325,0.001208227,0.001549259,0.0008493278,0.0007650845,0.0004142058,0.001187568],"category_scores_gemma":[0.001538253,0.0005865971,0.0007090235,0.004192792,0.0004112306,0.0004374902,0.0006615603,0.0005144432,0.0002512423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00856846,"about_ca_system_score_gemma":0.00926498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.939456,"about_ca_topic_score_gemma":0.9586341,"domain_scores_codex":[0.9991504,0.00005221269,0.00007916504,0.0001528269,0.0004049149,0.0001603695],"domain_scores_gemma":[0.9983918,0.00004847736,0.0005195466,0.0001017728,0.0006413237,0.0002970901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002645528,0.00001602459,0.9986987,0.00001493803,0.00004789281,0.00003820723,0.0001294115,0.00001664358,0.00006184328,0.000009559909,0.0004257537,0.0005145038],"study_design_scores_gemma":[0.000005207076,0.00001035377,0.9995129,0.000007056888,0.00001640846,0.00003419328,0.00009866196,0.00004140008,0.000007574409,0.000003538575,0.0002602874,0.000002411272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855112,0.0007004296,0.0001381579,0.0001808788,0.00001203543,0.0001145375,0.01155706,0.00001799455,0.001767779],"genre_scores_gemma":[0.9939998,0.0005518243,0.0001859971,0.0001057266,0.00001182721,0.00006929461,0.004300533,0.000005377807,0.0007695977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06054395,"threshold_uncertainty_score":0.121801,"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."}}