{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003006384,0.0002347232,0.0003741314,0.0006258198,0.0003439962,0.0006732505,0.0002349693,0.00050672,0.0007998119],"category_scores_gemma":[0.001147304,0.0002886298,0.0005869919,0.0008125436,0.0003589132,0.0004743044,0.0002388139,0.0003799533,0.0001778718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002769563,"about_ca_system_score_gemma":0.0002177366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750242,"about_ca_topic_score_gemma":0.001366681,"domain_scores_codex":[0.9997861,0.00003746345,0.00003003634,0.00006285734,0.00003412309,0.00004946128],"domain_scores_gemma":[0.9993727,0.0001854064,0.0002047701,0.00006859055,0.00007253511,0.00009597407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003749343,0.00002442041,0.9974988,0.000005874434,0.00005650441,0.000258656,0.00003158171,0.0000781026,0.0004423748,0.000007134415,0.00002635069,0.001195249],"study_design_scores_gemma":[0.000008425171,0.0001878868,0.9978796,0.000003258415,0.00008450796,0.001115002,0.0001438552,0.0001713057,0.000183473,0.00001398931,0.0002029703,0.000005791727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993114,0.0003279907,0.00005234052,0.00001117231,0.000003007098,0.000002305818,0.0001276865,0.000001411164,0.0001627779],"genre_scores_gemma":[0.9996032,0.00009326739,0.00002200809,0.000007357614,0.0000044138,0.000001913885,0.0001988405,0.000001109101,0.00006788169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001750242,"threshold_uncertainty_score":0.003480077,"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."}}