{"id":"W4391847508","doi":"10.1007/s11307-024-01900-6","title":"Pre-treatment 68 Ga-PSMA-11 PET/CT Prognostic Value in Predicting Response to 177Lu-PSMA-I&T Therapy and Patient Survival","year":2024,"lang":"en","type":"article","venue":"Molecular Imaging and Biology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"Paracelsus Medizinische Privatuniversität","keywords":"Medicine; Prostate cancer; Nuclear medicine; Progressive disease; Standardized uptake value; Lesion; Positron emission tomography; Stage (stratigraphy); Internal medicine; Radiology; Oncology; Cancer; Disease; 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":[0.000320514,0.0002173924,0.000281589,0.0002514355,0.00007356495,0.00005825083,0.00004396841,0.00001973094,0.00001196793],"category_scores_gemma":[0.0001186202,0.0001454637,0.00005267795,0.0002187208,0.0001305777,0.00003182917,0.00007706371,0.0001436755,0.000007716548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129361,"about_ca_system_score_gemma":0.000145201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005365121,"about_ca_topic_score_gemma":0.00002488382,"domain_scores_codex":[0.9984283,0.0003038456,0.000205025,0.0005308634,0.0001112233,0.0004206786],"domain_scores_gemma":[0.999365,0.0002189568,0.00002142681,0.0001866011,0.00003770724,0.0001703269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002765618,0.0002927733,0.6812316,0.0001132556,0.0002256513,0.004683529,0.00234577,0.00001283284,0.2116804,0.00007225338,0.0001106548,0.09646572],"study_design_scores_gemma":[0.01963197,0.01590931,0.5323323,0.002855873,0.0004982413,0.007736412,0.002394041,0.009962144,0.06868946,0.001102288,0.3371923,0.001695711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697137,0.02273118,0.00007625338,0.006232591,0.0001761966,0.0008665557,0.00002658284,0.00008227152,0.0000946472],"genre_scores_gemma":[0.997751,0.00103686,0.0004240983,0.0003030453,0.00004057068,0.0001474601,0.00005192846,0.00002835377,0.0002166825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3370816,"threshold_uncertainty_score":0.5931838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904562892622328,"score_gpt":0.3400909996190146,"score_spread":0.3110453706927913,"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."}}