{"id":"W4416221126","doi":"10.1302/1358-992x.2025.13.037","title":"PRECLINICAL MODEL OF OSTEOBLASTIC-OSTEOLYTIC BONE METASTASES DEMONSTRATES SARCOPENIA WITH IMAGING BIOMARKERS","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Bone health and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sarcopenia; Prostate cancer; Zoledronic acid; Docetaxel; Prostate; Osteoporosis; Atrophy; Muscle atrophy; Cancer","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":[0.0003960855,0.0002814149,0.0006240506,0.0003116051,0.0001109456,0.0000248301,0.0000967798,0.00008966801,0.00003601177],"category_scores_gemma":[0.000366609,0.0002073675,0.0001453048,0.0005910327,0.0003302998,0.0002021102,0.00007041501,0.0002423138,0.00001114651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007129154,"about_ca_system_score_gemma":0.0007890533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005322366,"about_ca_topic_score_gemma":0.00001417296,"domain_scores_codex":[0.9979877,0.00001088655,0.0006559843,0.0004890213,0.000384679,0.0004716862],"domain_scores_gemma":[0.9987915,0.0001328911,0.0002376307,0.0001812501,0.0003387443,0.0003180328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003975898,0.0006693776,0.9517282,0.001756586,0.0006245766,0.00008075154,0.0001447645,0.000006245594,0.004579782,0.00121854,0.002414814,0.0328005],"study_design_scores_gemma":[0.1108673,0.01127177,0.5468957,0.02682527,0.02282774,0.003311028,0.004316818,0.1712072,0.08614263,0.007079908,0.005833168,0.003421418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776099,0.002025152,0.0006838857,0.002910261,0.00008599559,0.001078063,0.0000373765,0.0001618028,0.01540757],"genre_scores_gemma":[0.9879089,0.00008465572,0.01021578,0.0006270941,0.00001949854,0.000109425,0.00001914881,0.00003138571,0.0009840972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4048324,"threshold_uncertainty_score":0.8456203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907409691635795,"score_gpt":0.3002370001637035,"score_spread":0.2811629032473455,"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."}}