{"id":"W4404408843","doi":"10.1016/j.hpb.2024.11.003","title":"Transfusion of irradiated autologous blood for hepatobiliary and pancreatic cancer resections: a feasibility study","year":2024,"lang":"en","type":"letter","venue":"HPB","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Hospital","funders":"Hamilton Health Sciences","keywords":"Medicine; Pancreatic cancer; Blood irradiation therapy; Cancer; Blood transfusion; Autologous blood; Surgery; General surgery; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001749409,0.0004801796,0.0003508755,0.0002602115,0.0004142512,0.0007427782,0.0007231599,0.002632594,0.001798526],"category_scores_gemma":[0.001967003,0.0002599189,0.0006535586,0.0002403821,0.0009073564,0.0009051877,0.0002102586,0.001616383,0.0003429871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006518955,"about_ca_system_score_gemma":0.0006148911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000787809,"about_ca_topic_score_gemma":0.0005465478,"domain_scores_codex":[0.9995719,0.000238062,0.00003198725,0.00004571483,0.00005777535,0.00005466216],"domain_scores_gemma":[0.9987865,0.0009626551,0.00007457087,0.00007344095,0.00003373259,0.000069126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.09328508,0.01352707,0.04754625,0.001564327,0.0006902469,0.4330297,0.001791243,0.002364516,0.1533867,0.0137901,0.02199106,0.2170338],"study_design_scores_gemma":[0.02874938,0.1333213,0.1460095,0.0004064273,0.001585459,0.351057,0.002947446,0.01692907,0.1572087,0.0181359,0.1433502,0.0002996737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524792,0.008545461,0.007091283,0.0175199,0.001009844,0.0006130592,0.0002441168,0.0000954039,0.01240171],"genre_scores_gemma":[0.9830174,0.004447884,0.004130698,0.00433855,0.001634557,0.0002481657,0.0001986962,0.00002301225,0.001960998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002632594,"threshold_uncertainty_score":0.009251893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617486598709463,"score_gpt":0.3396244532391696,"score_spread":0.303449587252075,"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."}}