{"id":"W2160787234","doi":"10.1359/jbmr.090414","title":"Use of FTIR Spectroscopic Imaging to Identify Parameters Associated With Fragility Fracture","year":2009,"lang":"en","type":"article","venue":"Journal of Bone and Mineral Research","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Cancellous bone; Iliac crest; Cortical bone; Fracture (geology); Bone mineral; Medicine; Osteoporosis; Dentistry; Internal medicine; Orthodontics; Materials science; Surgery; Anatomy; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001114485,0.0004296393,0.0005619673,0.0006247289,0.0002222446,0.0004427449,0.0002791566,0.0004066929,0.0007493543],"category_scores_gemma":[0.005098004,0.0002273664,0.0005606672,0.0005190503,0.0003928794,0.0003783388,0.0003111579,0.0004462235,0.0001720504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402828,"about_ca_system_score_gemma":0.0002452771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854439,"about_ca_topic_score_gemma":0.002044775,"domain_scores_codex":[0.9995352,0.0001887599,0.00002614053,0.00008053194,0.0001321541,0.00003725072],"domain_scores_gemma":[0.9982424,0.000925938,0.0005515381,0.0001420386,0.00009740713,0.00004057081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001761015,0.00004173629,0.9775782,0.00003269533,0.0001954163,0.00006144879,0.00004204759,0.0008269162,0.006218144,0.00007472219,0.00005096908,0.0147017],"study_design_scores_gemma":[0.00001094884,0.0003522894,0.9844123,0.00002039305,0.0001812829,0.001154693,0.0001394722,0.009449842,0.00332228,0.0005905991,0.0003472653,0.00001860344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913931,0.001147504,0.006241787,0.0001559375,0.000006294652,0.0000113885,0.0001630156,0.00003042924,0.0008505158],"genre_scores_gemma":[0.997425,0.0002658288,0.002033981,0.00002492661,0.000007525995,0.000005845442,0.0001009442,0.000003896393,0.0001321963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001854439,"threshold_uncertainty_score":0.005894065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08773883272091829,"score_gpt":0.4363325808884591,"score_spread":0.3485937481675409,"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."}}