{"id":"W4392125118","doi":"10.3390/cancers16050881","title":"A 15-Year Single-Institution Retrospective Study of Primary Pancreatic Cancer Treated with Non-Ablative Palliative Radiotherapy","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Ablative case; Medicine; Pancreatic cancer; Radiation therapy; Retrospective cohort study; Palliative care; Primary treatment; Cancer; Primary cancer; Oncology; Radiology; General surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005942831,0.0003606031,0.0006418093,0.001063956,0.001048921,0.0007981951,0.0004126203,0.0005684724,0.001896448],"category_scores_gemma":[0.001601724,0.0006700347,0.0005806214,0.002123981,0.0005372948,0.0008306563,0.0006722615,0.0007284731,0.0006442635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007590775,"about_ca_system_score_gemma":0.0008437418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007718439,"about_ca_topic_score_gemma":0.008264763,"domain_scores_codex":[0.9993762,0.0001164938,0.00008187001,0.0002162186,0.00008911025,0.0001201618],"domain_scores_gemma":[0.998567,0.0002398583,0.0006161807,0.0001392436,0.0001567843,0.0002810248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000102433,0.00006793205,0.9984176,0.00001386434,0.00003592613,0.0003205373,0.0001733112,0.00002341924,0.000148247,0.000008111647,0.00006582015,0.0006227592],"study_design_scores_gemma":[0.00001992413,0.0004927301,0.9964275,0.00001219545,0.00005927867,0.001532609,0.0008121608,0.00009837897,0.00006987699,0.00001903584,0.0004455364,0.00001078279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992585,0.0001552915,0.00005842145,0.00001593709,0.00000305534,0.00001428387,0.0002570946,0.000002665479,0.0002347027],"genre_scores_gemma":[0.9991366,0.0001522481,0.00007268297,0.00004410762,0.00001516632,0.00001911977,0.0004001414,0.000003883279,0.0001559951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007718439,"threshold_uncertainty_score":0.01534706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498769482575684,"score_gpt":0.3475223628498054,"score_spread":0.3125346680240485,"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."}}