{"id":"W4414756848","doi":"10.1001/jamaoncol.2025.3746","title":"Prostate-Specific Membrane Antigen PET-Guided Intensification of Salvage Radiotherapy After Radical Prostatectomy","year":2025,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bausch Health (Canada); Public Works and Government Services Canada; Centre Integre de Sante et de Services Sociaux de Laval; Hôpital Charles-Le Moyne; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Prostatectomy; Radiation therapy; Prostate-specific antigen; Prostate cancer; Salvage therapy; Glutamate carboxypeptidase II","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":[0.0003085359,0.0002167168,0.0006805575,0.000251659,0.00004626175,0.00001922341,0.0001031024,0.0001606419,0.0003152224],"category_scores_gemma":[0.00007986311,0.0001732161,0.0001501394,0.0003836354,0.0003085203,0.00008495546,0.00003912714,0.0002464783,0.00002188763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006540216,"about_ca_system_score_gemma":0.0004964948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004870405,"about_ca_topic_score_gemma":0.000009333537,"domain_scores_codex":[0.9982947,0.0001263135,0.0005960871,0.0004526998,0.0001960502,0.0003342013],"domain_scores_gemma":[0.9987568,0.0001747765,0.0001815913,0.0004543172,0.0003117438,0.0001208214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01639055,0.00545399,0.2754778,0.001326765,0.001702457,0.002694138,0.003839104,0.0000189741,0.2179952,0.005862573,0.09063649,0.3786019],"study_design_scores_gemma":[0.01149632,0.00182444,0.3139587,0.000370106,0.0001370854,0.0001694861,0.0002148231,0.0001224669,0.1114231,0.000275097,0.5598152,0.0001931721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652029,0.007090621,0.0003124827,0.02059792,0.0004679787,0.002088046,0.00004510048,0.00008706036,0.004107836],"genre_scores_gemma":[0.9818474,0.009470756,0.003909053,0.003078652,0.0001287989,0.0006548729,0.000112709,0.00003107616,0.0007666849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4691787,"threshold_uncertainty_score":0.7063546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835880068384836,"score_gpt":0.3201533669143706,"score_spread":0.3017945662305223,"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."}}