{"id":"W2904409672","doi":"10.24095/hpcdp.38.12.02","title":"Screening, prevention and management of osteoporosis among Canadian adults","year":2018,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Osteoporosis; Medicine; Vitamin D and neurology; Logistic regression; FRAX; Population; Physical therapy; Demography; Hip fracture; Bone density; Gerontology; Pediatrics; Family medicine; Bone mineral; Environmental health; Internal medicine; Osteoporotic fracture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006615638,0.0002318212,0.000243298,0.001270764,0.001750444,0.0005541409,0.0007054738,0.0003136837,0.002914605],"category_scores_gemma":[0.002090295,0.0001288364,0.0003446811,0.003129056,0.0003103731,0.0002135204,0.0004746619,0.0003259295,0.0002487093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01297153,"about_ca_system_score_gemma":0.05000693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887854,"about_ca_topic_score_gemma":0.9904226,"domain_scores_codex":[0.9990402,0.00005419289,0.00004762643,0.00006663907,0.0005731527,0.0002181436],"domain_scores_gemma":[0.9991455,0.00003927427,0.0001428462,0.00001227859,0.0004593443,0.00020075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009908416,0.0001626204,0.8364965,0.000920445,0.0001180729,0.0001375094,0.0006058577,0.0003400071,0.0003973301,0.0004757763,0.03081347,0.1294333],"study_design_scores_gemma":[0.00003517095,0.00006749998,0.9818495,0.0004829717,0.00009025013,0.0001654456,0.0006744455,0.0002940377,0.0001116844,0.0001117197,0.01610028,0.00001696198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8416359,0.03600722,0.001090139,0.01352202,0.0002562663,0.0009437053,0.04001538,0.000248284,0.06628109],"genre_scores_gemma":[0.9696456,0.01566009,0.002246464,0.001618463,0.00008307385,0.0001773967,0.007951645,0.000008449453,0.00260873],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01297153,"threshold_uncertainty_score":0.0941155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616863208581935,"score_gpt":0.3353294834815529,"score_spread":0.3091608513957336,"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."}}