{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005042705,0.0004572128,0.0003591719,0.0002947918,0.0001810343,0.0003223889,0.0004772566,0.0005419122,0.001520367],"category_scores_gemma":[0.0004964678,0.0003377152,0.0005772713,0.00009797563,0.0004376362,0.00030592,0.0002636216,0.0007703978,0.0002963611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282189,"about_ca_system_score_gemma":0.0005979682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630564,"about_ca_topic_score_gemma":0.001823275,"domain_scores_codex":[0.9998485,0.00002171495,0.000006950728,0.0000281566,0.00005159595,0.00004310287],"domain_scores_gemma":[0.9997366,0.00009131274,0.00005657638,0.00003385202,0.00003047009,0.00005104255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00253139,0.006353005,0.003152955,0.0005110735,0.00007114834,0.0006563347,0.0002761608,0.02557836,0.9252587,0.0008203182,0.0007488446,0.03404177],"study_design_scores_gemma":[0.0007185325,0.1408108,0.01910507,0.0001311416,0.0005277122,0.002472594,0.0006707828,0.09641087,0.7259158,0.001055698,0.01205483,0.0001261651],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993618,0.0009154496,0.004394123,0.00005789501,0.00004733805,0.00008287685,0.00008795984,0.00004481791,0.0007514529],"genre_scores_gemma":[0.9910775,0.001266305,0.006094355,0.00004836361,0.00002298421,0.0001523822,0.0001725433,0.00001987447,0.001145557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001630564,"threshold_uncertainty_score":0.005086124,"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."}}