{"id":"W131959303","doi":"","title":"Strength indices from pQCT imaging predict up to 85% of variance in bone failure properties at tibial epiphysis and diaphysis.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Bone fractures and treatments","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Diaphysis; Quantitative computed tomography; Epiphysis; Tibia; Cadaveric spasm; Flexural strength; Metaphysis; Cadaver; Materials science; Bone density; Anatomy; Orthodontics; Femur; Medicine; Composite material; Osteoporosis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001629673,0.0008639148,0.0003534706,0.00134576,0.00009914875,0.0002958448,0.000331465,0.0003543845,0.001700157],"category_scores_gemma":[0.00431384,0.000244867,0.0002611701,0.0004774182,0.0002858407,0.0002099215,0.0003331892,0.0002344644,0.0007343878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313147,"about_ca_system_score_gemma":0.00014541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009132887,"about_ca_topic_score_gemma":0.001830904,"domain_scores_codex":[0.999465,0.0001540216,0.0000448873,0.00009442532,0.0001971667,0.0000443991],"domain_scores_gemma":[0.9977862,0.000907628,0.0006718302,0.0002238459,0.0003111851,0.00009934809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002249565,0.00003949904,0.9114029,0.00005483245,0.0001991729,0.0002040718,0.00006076308,0.001621434,0.06181909,0.00006255365,0.0001836865,0.02412711],"study_design_scores_gemma":[0.000006322514,0.0001179827,0.9876402,0.000007229957,0.00004789927,0.0008275396,0.00002194436,0.004436415,0.006607308,0.0001162815,0.0001631443,0.000007751169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812344,0.0005150801,0.01664236,0.00002886871,0.000005616863,0.00002621804,0.0004768014,0.00008599737,0.0009846413],"genre_scores_gemma":[0.9960667,0.00007319683,0.00298386,0.0000140132,0.000006887576,0.00001315506,0.0005590766,0.00001270588,0.0002703714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001700157,"threshold_uncertainty_score":0.008618593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000127254524486,"score_gpt":0.2070079912715458,"score_spread":0.1970067187263009,"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."}}