{"id":"W4318064951","doi":"10.1016/j.clgc.2023.01.009","title":"Sarcopenia in Men With Bone-Predominant Metastatic Castration-Resistant Prostate Cancer Undergoing Ra-223 Therapy","year":2023,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Niagara Health System; Ontario Institute for Cancer Research; University of Toronto; Sunnybrook Health Science Centre","funders":"Joseph and Silvana Melara Cancer Research Fund","keywords":"Medicine; Prostate cancer; Sarcopenia; Castration; Internal medicine; Oncology; Cancer; Urology; Hormone","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009108562,0.0002483126,0.0006763924,0.0002140919,0.0001625213,0.0000325781,0.0001127535,0.00009265642,0.0005308542],"category_scores_gemma":[0.00006776278,0.0001885236,0.0001232323,0.0007420662,0.0001592158,0.0001251451,0.00004924214,0.0005352662,0.0001008193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606761,"about_ca_system_score_gemma":0.001340196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005749798,"about_ca_topic_score_gemma":0.001490076,"domain_scores_codex":[0.9972359,0.0002204107,0.0009884668,0.0005561032,0.0004028592,0.0005962412],"domain_scores_gemma":[0.9985172,0.0004430722,0.0002315969,0.0003343415,0.0001429256,0.0003309291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04846478,0.003722386,0.6545897,0.003611513,0.000998792,0.01294889,0.003528289,0.001161418,0.02002649,0.0001772014,0.1028628,0.1479078],"study_design_scores_gemma":[0.05562375,0.004365825,0.8555816,0.004790273,0.0002855868,0.0001437941,0.002772857,0.00352547,0.002102736,0.0008665895,0.06889346,0.001048018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771969,0.00538141,0.000007806353,0.01426593,0.0003923457,0.001483738,0.0000523732,0.0001389705,0.001080556],"genre_scores_gemma":[0.954412,0.03493343,0.001104848,0.00223766,0.0006741138,0.0008421425,0.00004744077,0.00007779614,0.005670598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.200992,"threshold_uncertainty_score":0.7687768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335512109611442,"score_gpt":0.4533313267624982,"score_spread":0.319780115801354,"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."}}