{"id":"W3213319951","doi":"10.3389/fonc.2021.747227","title":"Navigation-Guided Transnasal Endoscopic Delineation of the Posterior Margin for Maxillary Sinus Cancers: A Preclinical Study","year":2021,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Maxillary sinus; Endoscopy; Radiology; Nuclear medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005012468,0.0001221277,0.0007273135,0.00006933529,0.0000445716,0.00000350965,0.0001170881,0.0002719004,0.00005675878],"category_scores_gemma":[0.0005316186,0.00009307216,0.0001585612,0.0002968318,0.0001394204,0.00003570849,0.00003986476,0.0002604276,0.000001106856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004962363,"about_ca_system_score_gemma":0.001577264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006307218,"about_ca_topic_score_gemma":0.0003013873,"domain_scores_codex":[0.9981347,0.0004023534,0.0007353564,0.0003123118,0.0001615256,0.0002536937],"domain_scores_gemma":[0.9989057,0.0003981108,0.0001439412,0.0002629423,0.0002082492,0.00008105663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003285884,0.003005879,0.8033739,0.0003157291,0.0002852425,0.001159682,0.002848624,0.00009997735,0.005867826,0.00008914753,0.01094551,0.1687226],"study_design_scores_gemma":[0.05977111,0.01683502,0.6458027,0.0006461585,0.001035854,0.001516512,0.007373278,0.006764284,0.01196793,0.0009746681,0.2468017,0.000510887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867229,0.0005374954,0.001940083,0.005854668,0.002754774,0.001520519,0.00002240337,0.00001569589,0.0006314018],"genre_scores_gemma":[0.9861311,0.00006742491,0.01156788,0.001150924,0.0002519123,0.0002254392,0.00004991661,0.00001899774,0.0005364019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2358561,"threshold_uncertainty_score":0.3795373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0483818291497301,"score_gpt":0.3867767045076572,"score_spread":0.3383948753579271,"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."}}