{"id":"W2060562974","doi":"10.1245/s10434-015-4382-x","title":"[99mTc]Tilmanocept Accurately Detects Sentinel Lymph Nodes and Predicts Node Pathology Status in Patients with Oral Squamous Cell Carcinoma of the Head and Neck: Results of a Phase III Multi-institutional Trial","year":2015,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Surgical oncology; Head and neck squamous-cell carcinoma; Basal cell; Head and neck; Lymph node; Oncology; Carcinoma; Pathology; Radiology; Head and neck cancer; Internal medicine; Cancer; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005278256,0.001100614,0.001615063,0.0002120561,0.0003218806,0.001047637,0.0007346036,0.001009219,0.001271378],"category_scores_gemma":[0.002210506,0.0004846042,0.001381306,0.0004010962,0.0008934682,0.000703377,0.0003080034,0.001912729,0.0004246509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061537,"about_ca_system_score_gemma":0.001430092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007750324,"about_ca_topic_score_gemma":0.001993207,"domain_scores_codex":[0.9991279,0.0005234751,0.00006930941,0.0001416535,0.00006919541,0.00006847351],"domain_scores_gemma":[0.9977331,0.0007166925,0.000719396,0.0002429431,0.0001503703,0.0004375212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8944721,0.01289574,0.03909927,0.0004560526,0.001827397,0.00007420958,0.0001825412,0.001366426,0.01234558,0.00005246618,0.0006074577,0.03662069],"study_design_scores_gemma":[0.5914812,0.3429385,0.05371862,0.00007226433,0.002264323,0.0003018725,0.0001018182,0.003288571,0.004585222,0.0001447215,0.001051046,0.00005185033],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976042,0.0009658843,0.000206962,0.0001096459,0.00003633649,0.0005653483,0.0001876958,0.00001776803,0.0003061546],"genre_scores_gemma":[0.9970938,0.0006176379,0.0006907275,0.0002120273,0.00007668128,0.0005517258,0.0004880599,0.000009264726,0.0002600574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005278256,"threshold_uncertainty_score":0.02791446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104076043268106,"score_gpt":0.3741624506528105,"score_spread":0.2637548463259998,"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."}}