{"id":"W2025915375","doi":"10.1097/00003086-200402000-00015","title":"Metastatic Burst Fracture Risk Prediction Using Biomechanically Based Equations","year":2004,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Displacement (psychology); Weight-bearing; Receiver operating characteristic; Confidence interval; Burst fracture; Wedge (geometry); Radiology; Biomedical engineering; Internal medicine","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":[0.007686268,0.000194245,0.0004601128,0.0005013761,0.0004458696,0.000068317,0.0001342851,0.0002825078,0.0003581824],"category_scores_gemma":[0.007296558,0.0001484701,0.0003485875,0.001072963,0.0005999371,0.0001012436,0.0001277274,0.001939767,0.0000825769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008961846,"about_ca_system_score_gemma":0.0007001964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006471306,"about_ca_topic_score_gemma":0.000004010641,"domain_scores_codex":[0.9957392,0.0007583096,0.001102321,0.0006269935,0.001270069,0.0005030603],"domain_scores_gemma":[0.996518,0.001415442,0.0002201355,0.0005629337,0.0004961635,0.0007873223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01754927,0.05937286,0.3473356,0.009394764,0.02374982,0.02257545,0.002153665,0.06033386,0.004291858,0.07416731,0.01479099,0.3642845],"study_design_scores_gemma":[0.04669618,0.008699059,0.06963104,0.002511569,0.00699586,0.0002191956,0.001212577,0.7855492,0.00008133786,0.05949567,0.01795235,0.0009559407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7869706,0.00269878,0.1838764,0.02006676,0.001079003,0.003107524,0.0001546098,0.0002806227,0.00176575],"genre_scores_gemma":[0.9866475,0.001092907,0.01081239,0.0006727155,0.0001470369,0.00002477981,0.0001514066,0.00004762265,0.0004035801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7252154,"threshold_uncertainty_score":0.8735189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1524720326688228,"score_gpt":0.4528282743378843,"score_spread":0.3003562416690615,"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."}}