{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006698091,0.0001517066,0.00036606,0.0001055124,0.00003484319,0.0000180794,0.00005286841,0.00004645122,0.00001494616],"category_scores_gemma":[0.00006824586,0.0001127397,0.00005127368,0.0001703544,0.00004706492,0.0001266341,0.00004365249,0.00009702566,0.000002750196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006322785,"about_ca_system_score_gemma":0.00001695594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008213437,"about_ca_topic_score_gemma":0.0003157473,"domain_scores_codex":[0.9989852,0.00002458398,0.0002201154,0.0002856226,0.0002060795,0.0002783396],"domain_scores_gemma":[0.9994857,0.00002607599,0.0001095334,0.0002060607,0.00002411248,0.0001484944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009786031,0.0005094564,0.5103689,0.00006729102,0.0002260003,0.00008531203,0.002451081,0.00001429804,0.004072856,0.00001642413,0.001526372,0.4796834],"study_design_scores_gemma":[0.001801266,0.00005908836,0.990422,0.00009176559,0.0001135032,0.000004036427,0.00007829441,0.00004354952,0.006432098,0.000105268,0.0007510621,0.0000980621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944774,0.001458197,0.000004231009,0.00304586,0.00006169776,0.0006515476,0.00004889092,0.00002732609,0.0002248428],"genre_scores_gemma":[0.9988534,0.00005893357,0.0001750009,0.0003360375,0.0001173922,0.0001477077,0.00003250604,0.00001211175,0.00026684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4800531,"threshold_uncertainty_score":0.459739,"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."}}