{"id":"W4405430153","doi":"10.1016/j.clon.2024.103730","title":"Dose Recommendations for Prostrate-specific Membrane Antigen Positron Emission Tomography (PSMA PET) Guided Boost Irradiation to Lymphatic Tissue in Prostate Adenocarcinoma","year":2024,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Prostate adenocarcinoma; Lymphatic system; Prostate; Adenocarcinoma; Prostate cancer; Oncology; Radiology; Internal medicine; Pathology; 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":[0.0008921932,0.0002412861,0.000695675,0.0003187528,0.00008874977,0.00005544956,0.0001077996,0.0001507289,0.0001324865],"category_scores_gemma":[0.0002363616,0.0002003897,0.0002117247,0.0005545247,0.00008379762,0.0001300282,0.00004867798,0.0002204335,0.00009997543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006254365,"about_ca_system_score_gemma":0.000658082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004558892,"about_ca_topic_score_gemma":0.00005496339,"domain_scores_codex":[0.9972563,0.0001858592,0.00121139,0.0007541025,0.0001553745,0.0004369498],"domain_scores_gemma":[0.9980574,0.0009372837,0.0001499569,0.0003283321,0.0001404204,0.0003865602],"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":[0.004272476,0.004921656,0.2563602,0.0008797635,0.0005027135,0.001985775,0.00180767,0.00003680734,0.01028094,0.00131974,0.1553299,0.5623024],"study_design_scores_gemma":[0.008005752,0.01199803,0.4281047,0.0008745338,0.0002647778,0.0001585695,0.0001666299,0.0006472923,0.005748762,0.0007392832,0.5429484,0.0003432974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223839,0.004644171,0.00009018802,0.0651246,0.001648575,0.004950125,0.0001327826,0.000137857,0.0008877708],"genre_scores_gemma":[0.9850237,0.003828619,0.005613158,0.001933836,0.0005099332,0.001467829,0.0007271543,0.00005576604,0.0008399519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5619591,"threshold_uncertainty_score":0.8171655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069271650575883,"score_gpt":0.4470851097866602,"score_spread":0.3401579447290719,"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."}}