{"id":"W2794474315","doi":"10.18632/oncotarget.24713","title":"Stereotactic body radiation therapy for palliative management of pancreatic adenocarcinoma in elderly and medically inoperable patients","year":2018,"lang":"en","type":"article","venue":"Oncotarget","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alexander Family Foundation; McKnight Foundation","keywords":"Medicine; Chemotherapy; Internal medicine; Adenocarcinoma; Performance status; Toxicity; Progressive disease; Diabetes mellitus; Pancreatic cancer; Radiation therapy; Surgery; Oncology; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004056624,0.0001246129,0.0004486353,0.0001286966,0.0000564868,0.000007691384,0.00007559925,0.00009662717,0.0001806296],"category_scores_gemma":[0.0001070119,0.00009834371,0.00003768794,0.0001646259,0.0001665087,0.00007179566,0.00002972928,0.0001079564,0.00001107422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074624,"about_ca_system_score_gemma":0.000118828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009667622,"about_ca_topic_score_gemma":0.00001487933,"domain_scores_codex":[0.998757,0.0000807758,0.000352093,0.000248242,0.00028273,0.000279147],"domain_scores_gemma":[0.9992055,0.0001980602,0.0001065813,0.0001910732,0.0001795344,0.000119203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001087267,0.0004357007,0.9913549,0.0002097583,0.0002355905,0.000009977152,0.0008517527,3.890963e-8,0.000124214,0.0002627285,0.0005910457,0.004837069],"study_design_scores_gemma":[0.008847147,0.005082033,0.982955,0.000179714,0.0001103718,0.000001613469,0.0001379023,0.0006233674,0.0001773072,0.000440443,0.001358781,0.00008631493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939322,0.0007920878,0.0001518701,0.0004711695,0.00006444637,0.001418141,0.00001031833,0.00001069384,0.003149076],"genre_scores_gemma":[0.9945672,0.001296566,0.002811427,0.000246394,0.00007740183,0.0001604063,0.0000411236,0.00001619417,0.0007832512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008399853,"threshold_uncertainty_score":0.401034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603872374481457,"score_gpt":0.3390043987047839,"score_spread":0.3129656749599694,"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."}}