{"id":"W4385260109","doi":"10.3390/curroncol30070513","title":"Can STEreotactic Body Radiation Therapy (SBRT) Improve the Prognosis of Unresectable Locally Advanced Pancreatic Cancer? Long-Term Clinical Outcomes, Toxicity and Prognostic Factors on 142 Patients (STEP Study)","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Toxicity; Pancreatic cancer; Radiosurgery; Univariate analysis; Internal medicine; Oncology; Radiation therapy; Cyberknife; Cancer; Radiology; Multivariate analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005859941,0.0003190244,0.0003675976,0.0003481924,0.0002059809,0.0003025185,0.0002007846,0.0002902123,0.001122126],"category_scores_gemma":[0.000678558,0.0001874087,0.0004944236,0.0003426738,0.0002182346,0.0002044997,0.00033723,0.0002821955,0.0003085745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002327367,"about_ca_system_score_gemma":0.0002197387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005431524,"about_ca_topic_score_gemma":0.0007320913,"domain_scores_codex":[0.999809,0.00006340993,0.00001912668,0.00004216879,0.0000364681,0.00002989599],"domain_scores_gemma":[0.9995976,0.0001074164,0.0001520368,0.00003949194,0.00002912209,0.00007435883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003946236,0.0005059079,0.978118,0.00006031016,0.0001823486,0.00035933,0.000120016,0.0003757746,0.002586809,0.00001601427,0.0002037873,0.01352552],"study_design_scores_gemma":[0.0006611981,0.009352089,0.9846982,0.0000212423,0.0002623759,0.001698271,0.0001180818,0.0007012899,0.001639604,0.00003110605,0.0008031742,0.00001324964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996225,0.0001467586,0.00004370968,0.000006281423,0.000001257113,0.00001016963,0.00009711761,0.000001710406,0.00007043229],"genre_scores_gemma":[0.9989426,0.0001716885,0.0001121973,0.00002592175,0.00001618581,0.00002198247,0.000584698,0.000001861543,0.000122933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001122126,"threshold_uncertainty_score":0.003753841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230656613513806,"score_gpt":0.4666992140347748,"score_spread":0.3436335526833942,"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."}}