{"id":"W4413856498","doi":"10.1093/noajnl/vdaf166.030","title":"30 RADIOTHERAPY APPROACHES AND CLINICAL OUTCOMES IN BRAIN METASTASES IN DIFFERENTIATED THYROID CANCER","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thyroid cancer; Radiation therapy; Medicine; Oncology; Thyroid; Cancer; Brain cancer; Internal medicine; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002357417,0.0002255496,0.000892868,0.0002317038,0.00003901352,0.00001097997,0.00008867666,0.0001361957,0.00007259801],"category_scores_gemma":[0.0002205128,0.0001682837,0.0001041468,0.0002685017,0.0002220734,0.00009392033,0.00004579503,0.000330774,0.000001736864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992126,"about_ca_system_score_gemma":0.0001787748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001613649,"about_ca_topic_score_gemma":0.002977678,"domain_scores_codex":[0.9982148,0.000331304,0.0005188594,0.0005326846,0.0001043958,0.0002979089],"domain_scores_gemma":[0.9979943,0.001584467,0.0001110495,0.0002126671,0.00001765322,0.00007987158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000428664,0.001267239,0.911782,0.00004318722,0.0001816848,0.0001305994,0.00008856793,0.00003579748,0.0005553616,0.0003078101,0.0005536381,0.0846254],"study_design_scores_gemma":[0.01022891,0.000951759,0.9612801,0.000095281,0.0001168254,0.000007784709,0.0001333767,0.0001121428,0.0007357966,0.0002779616,0.02592957,0.0001304946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457257,0.03593628,0.00003021155,0.01675095,0.0003956524,0.000679578,0.00002068975,0.00003973236,0.0004211478],"genre_scores_gemma":[0.966588,0.02687274,0.0004444141,0.005464647,0.00005554305,0.0004159682,0.00001145888,0.00001767828,0.000129533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0844949,"threshold_uncertainty_score":0.6862411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082191959743479,"score_gpt":0.3889552111845598,"score_spread":0.348133291587125,"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."}}