{"id":"W4401067156","doi":"10.1088/1361-6560/ad68be","title":"RBE-based dose planning, and calculation of TCP and NTCP with gold nanoparticles for intermediate photon energy in pancreatic cancer","year":2024,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dr. H. Bliss Murphy Cancer Centre; Sunnybrook Health Science Centre; Health Sciences Centre; CancerCare Manitoba; Occupational Cancer Research Centre; St. Michael's Hospital; Toronto Metropolitan University","funders":"","keywords":"Pancreatic cancer; Colloidal gold; Photon; Nuclear medicine; Photon energy; Gold standard (test); Medicine; Physics; Cancer; Radiology; Materials science; Nanoparticle; Internal medicine; Optics; Nanotechnology","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":[0.0003370516,0.0003103305,0.0001981011,0.0002518275,0.0001211949,0.0003549253,0.0003591229,0.0003990542,0.0009348227],"category_scores_gemma":[0.001122784,0.0002430513,0.0004169583,0.0002028016,0.0002201355,0.0001839845,0.0002565697,0.0002381436,0.000107336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007563204,"about_ca_system_score_gemma":0.0004006968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003829506,"about_ca_topic_score_gemma":0.002161525,"domain_scores_codex":[0.999846,0.00004219337,0.000009334775,0.00002499166,0.00006423935,0.00001330408],"domain_scores_gemma":[0.9997243,0.0001655706,0.00004297948,0.00001975151,0.00003838777,0.000008956722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001179053,0.00003206126,0.002129999,0.00008702735,0.00002430368,0.0001014828,0.00006400401,0.972267,0.01520759,0.0005005156,0.0001648639,0.009303187],"study_design_scores_gemma":[0.00002110117,0.0001171882,0.00238474,0.00001291609,0.00002435902,0.0001207295,0.00002817504,0.9623583,0.03359105,0.0004093958,0.0009154502,0.00001664393],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6337392,0.0009292624,0.3529249,0.0002186273,0.00005432845,0.0002131423,0.0004114081,0.001332192,0.01017697],"genre_scores_gemma":[0.966406,0.0001281246,0.03200194,0.00002788387,0.000003006218,0.00006579181,0.00007192547,0.00008642992,0.001208886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003829506,"threshold_uncertainty_score":0.007614434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08930824568689655,"score_gpt":0.3842436661040761,"score_spread":0.2949354204171796,"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."}}