{"id":"W1788190282","doi":"10.3109/13697137.2015.1092342","title":"FRAX and fracture prediction without bone mineral density","year":2015,"lang":"en","type":"review","venue":"Climacteric","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"FRAX; Medicine; Bone mineral; Osteoporosis; Physical therapy; Psychological intervention; Intervention (counseling); Bone density; Internal medicine; Osteoporotic fracture","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000484873,0.0003758515,0.001965417,0.0002292915,0.00009487596,0.00004147908,0.00007404794,0.0006242152,0.0001135937],"category_scores_gemma":[0.0001595999,0.0002676993,0.0002003725,0.0002930483,0.0001129704,0.00007684642,0.0001047338,0.001099754,0.0001396018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318248,"about_ca_system_score_gemma":0.0007699921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003677048,"about_ca_topic_score_gemma":0.000006620978,"domain_scores_codex":[0.9978337,0.0001595345,0.0005683172,0.0005085801,0.0004417557,0.0004881457],"domain_scores_gemma":[0.9982806,0.00006166619,0.0002334117,0.0004617204,0.0002018356,0.0007607357],"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":[0.0001066033,0.00009733906,0.004042155,0.03131782,0.00006528026,0.00008653375,0.00005595684,5.34169e-9,0.000006312145,0.000001039767,0.01825827,0.9459627],"study_design_scores_gemma":[0.0006498637,0.0003734889,0.00867564,0.004017314,0.0006481374,0.001252309,0.000007546641,0.000008781771,3.131506e-7,0.00000451176,0.9841793,0.0001827733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003323926,0.9941183,0.000005175954,0.000203012,0.0002967561,0.001290099,0.00007782054,0.00008899441,0.000595964],"genre_scores_gemma":[0.0003046858,0.99531,0.0001908206,0.0004502235,0.0008722816,0.00008833256,0.0008828216,0.00006929388,0.001831543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.965921,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07554481424570544,"score_gpt":0.4023778463810196,"score_spread":0.3268330321353142,"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."}}