{"id":"W2938352109","doi":"10.1007/s40618-019-01041-6","title":"State of the art in osteoporosis risk assessment and treatment","year":2019,"lang":"en","type":"review","venue":"Journal of Endocrinological Investigation","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Medical Research Council; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; Wellcome Trust; Versus Arthritis; McGill University; Servier; Pfizer; Eli Lilly and Company","keywords":"Osteoporosis; FRAX; Medicine; Epidemiology; Public health; Population ageing; Incidence (geometry); Disease; Intensive care medicine; Gerontology; Population; Environmental health; Bone mineral; Osteoporotic fracture; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008236468,0.000992234,0.001973234,0.002595185,0.0007989944,0.004309046,0.002848726,0.004571171,0.0179732],"category_scores_gemma":[0.02632109,0.0004724584,0.00181626,0.00268875,0.001711343,0.003720209,0.002373214,0.007245134,0.009425025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389751,"about_ca_system_score_gemma":0.006714955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004361399,"about_ca_topic_score_gemma":0.004564766,"domain_scores_codex":[0.9944254,0.001756382,0.0008646199,0.0006487445,0.002029255,0.0002754753],"domain_scores_gemma":[0.9765844,0.01426954,0.001797731,0.0008322407,0.005285976,0.001230126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009135428,0.0001198259,0.0006460544,0.005188471,0.00007455009,0.00009181133,0.00009224964,0.0002086119,0.0001115142,0.004578546,0.0669584,0.9218388],"study_design_scores_gemma":[0.00006225083,0.0001357188,0.001710962,0.02441612,0.0002073058,0.0008878894,0.0001631329,0.0003427547,0.0001665638,0.009751261,0.9621126,0.00004335265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002828559,0.9538223,0.002021834,0.03250408,0.003633357,0.00004961406,0.0001951958,0.0001136384,0.007377099],"genre_scores_gemma":[0.004663111,0.9694593,0.004051,0.01019349,0.009046139,0.0001125753,0.0003928909,0.00003953409,0.002041967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0179732,"threshold_uncertainty_score":0.06012636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550298967171852,"score_gpt":0.4256122256744678,"score_spread":0.2705823289572826,"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."}}