{"id":"W4307144856","doi":"10.1016/j.ijrobp.2022.07.995","title":"The Prognostic Value of 18F-FDG PET/CT Parameters in Patients with Squamous Cell Carcinoma of the Anal Canal Treated with Definitive Radio-Chemotherapy: A 10-Year Retrospective Analysis","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Chemotherapy; Standardized uptake value; Nuclear medicine; Internal medicine; Lymph; Primary tumor; Radiology; Basal cell; Logistic regression; Lymph node; Positron emission tomography; Oncology; Cancer; Pathology; Metastasis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004176956,0.0001819579,0.0005648672,0.0002656899,0.0001180918,0.000009672125,0.0003519934,0.00002450021,0.00004519191],"category_scores_gemma":[0.0001587377,0.0001060339,0.0002974286,0.0009146472,0.0003146441,0.00007150303,0.00005923767,0.000509467,4.704711e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009825579,"about_ca_system_score_gemma":0.0007158236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004143454,"about_ca_topic_score_gemma":0.0001577938,"domain_scores_codex":[0.9979591,0.0004200779,0.0006084848,0.0002130778,0.0006006036,0.0001986499],"domain_scores_gemma":[0.9970164,0.0005297951,0.001380279,0.0001583956,0.0008474892,0.00006758649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003769596,0.0007095737,0.9892193,0.000005687335,0.0009454904,0.00008494806,0.0003197105,0.003655455,0.0000686973,0.0006249981,0.00004116804,0.0005553824],"study_design_scores_gemma":[0.007314941,0.006397109,0.9822043,0.00001436767,0.0008419191,0.0001154474,0.00037324,0.001432644,0.0008024902,0.0003404529,0.0000551141,0.0001079389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985152,0.00008774204,0.00005857209,0.000442467,0.0001411612,0.0003469348,0.000150433,0.000005003531,0.0002524527],"genre_scores_gemma":[0.9994309,0.00001517955,0.0001977593,0.0001317134,0.0000866101,0.00001880209,0.00006898805,0.00001818045,0.00003189132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007014957,"threshold_uncertainty_score":0.4323937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007429109236782068,"score_gpt":0.2404174784877628,"score_spread":0.2329883692509807,"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."}}