{"id":"W3038799604","doi":"10.21037/qims-2020-21","title":"Radiographic osteoporotic vertebral fractures in elderly men: a brief review focusing on differences between the sexes","year":2020,"lang":"en","type":"review","venue":"Quantitative Imaging in Medicine and Surgery","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Osteoporosis; Menopause; Radiography; Physical therapy; Bone mineral; Epidemiology; Internal medicine; Pediatrics; Surgery","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":[0.003428934,0.0006662159,0.005068543,0.001394867,0.0001610332,0.0000423606,0.0002249241,0.0001810048,0.0000761166],"category_scores_gemma":[0.003589381,0.0003689634,0.0004104633,0.002023704,0.0006879952,0.0001240337,0.00006899174,0.002087798,0.000009594809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122326,"about_ca_system_score_gemma":0.0007822026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032349,"about_ca_topic_score_gemma":0.000101112,"domain_scores_codex":[0.9942083,0.001588922,0.001727017,0.0008197936,0.0008876136,0.0007683773],"domain_scores_gemma":[0.9889783,0.009612276,0.0005051174,0.0004308044,0.00009453654,0.0003789359],"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":[0.00005097229,0.00004587884,0.0457921,0.05070124,0.00009119008,0.0005562243,0.0006075521,1.217614e-8,3.320611e-7,0.00004573316,0.01511865,0.8869901],"study_design_scores_gemma":[0.0009678824,0.0006841506,0.04224375,0.4184361,0.0009277781,0.0001450445,0.0009894801,0.00002514246,4.061986e-7,0.0001667322,0.5348998,0.0005137141],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001187605,0.97049,0.000008410916,0.02575687,0.0001418045,0.002030692,0.00001496613,0.00003434215,0.0003352937],"genre_scores_gemma":[0.003984261,0.9900183,0.00004986077,0.005214665,0.0003309747,0.0001812678,0.0001372525,0.00006576782,0.00001762081],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8864764,"threshold_uncertainty_score":0.9998763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250850045977071,"score_gpt":0.4293415784710474,"score_spread":0.3042565738733403,"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."}}