{"id":"W4407701126","doi":"10.1200/jco.2025.43.5_suppl.16","title":"Association of baseline and on-treatment ctDNA fraction with clinical outcomes in patients with mCRPC in the PSMAfore study of <sup>177</sup> Lu-PSMA-617.","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Internal medicine; Oncology; Nuclear 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001170773,0.0004859332,0.0007837143,0.0001659926,0.0002589394,0.0005998504,0.0004197263,0.0005898586,0.001477801],"category_scores_gemma":[0.0009030733,0.0003361047,0.0008362696,0.0002428431,0.0004369602,0.0004490495,0.0003668962,0.001419136,0.0002713162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007615545,"about_ca_system_score_gemma":0.001123486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770479,"about_ca_topic_score_gemma":0.004251015,"domain_scores_codex":[0.999648,0.0001419134,0.00001773942,0.00007555717,0.00004877678,0.0000680752],"domain_scores_gemma":[0.9991684,0.0001361823,0.0002101015,0.00008409443,0.00003347279,0.0003677931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.587844,0.009473848,0.3478108,0.000263207,0.002444737,0.0001723518,0.0002740149,0.001711879,0.01386035,0.0001327144,0.001464774,0.03454728],"study_design_scores_gemma":[0.06774091,0.1844958,0.7370517,0.0000388437,0.001543257,0.0003310224,0.0001846864,0.002328253,0.003044136,0.0003414713,0.002843957,0.00005605081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991923,0.0002077932,0.00005576871,0.00004866331,0.00000880392,0.00006982526,0.0002419061,0.000004951898,0.0001699566],"genre_scores_gemma":[0.9986519,0.0001082418,0.0001281062,0.00009049719,0.00002268778,0.00008011499,0.0005923819,0.000002930717,0.0003231281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001770479,"threshold_uncertainty_score":0.006191671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08324424851418714,"score_gpt":0.4909691225625971,"score_spread":0.4077248740484099,"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."}}