{"id":"W3164040923","doi":"10.1002/cncr.33653","title":"A cost‐utility analysis comparing CT surveillance, PET‐CT surveillance, and planned postradiation neck dissection for advanced nodal HPV‐positive oropharyngeal cancer","year":2021,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Medicine; Positron emission tomography; PET-CT; Nuclear medicine; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007722585,0.001493176,0.001673762,0.001665456,0.0003895706,0.001531286,0.001902527,0.001374471,0.003833569],"category_scores_gemma":[0.01995165,0.001023863,0.004728971,0.00146409,0.0007937367,0.001321321,0.001113567,0.001549854,0.0001327082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009533163,"about_ca_system_score_gemma":0.004187452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03411231,"about_ca_topic_score_gemma":0.01530579,"domain_scores_codex":[0.9968335,0.002275388,0.00009812366,0.0002495091,0.0002315645,0.0003118218],"domain_scores_gemma":[0.9844919,0.01348871,0.0008987546,0.0002759896,0.000485962,0.0003586291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.003876815,0.0003004213,0.006579149,0.0002479236,0.0009007828,0.0001128734,0.00002855139,0.9808877,0.0002912667,0.001385556,0.0002762903,0.005112608],"study_design_scores_gemma":[0.001252743,0.003799024,0.01352654,0.0001593587,0.002151868,0.0002070107,0.0001231822,0.9747945,0.0006418643,0.002678246,0.0005872475,0.00007845162],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768122,0.002140814,0.01336422,0.0008391581,0.00004817209,0.0007313947,0.002022245,0.00005903463,0.003982748],"genre_scores_gemma":[0.9969488,0.0002433261,0.00186158,0.00006472215,0.000008083885,0.0001297232,0.0004060235,0.000006248697,0.0003315372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03411231,"threshold_uncertainty_score":0.06916827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175336541895235,"score_gpt":0.3369569161341372,"score_spread":0.3052035507151848,"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."}}