{"id":"W4294276818","doi":"10.2967/jnumed.122.264424","title":"<sup>18</sup>F-FDG PET/CT Prediction of Treatment Outcomes in Human Papillomavirus–Positive, Locally Advanced Oropharyngeal Cancer Patients Receiving Deintensified Therapy: Results from NRG-HN002","year":2022,"lang":"en","type":"article","venue":"Journal of Nuclear Medicine","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Princess Margaret Cancer Centre","funders":"National Cancer Institute; EMD Serono; Eisai; Coherus Biosciences; NRG Oncology; Regeneron Pharmaceuticals; Johns Hopkins University; Sanofi; Pennsylvania Department of Health; Exelixis; Mirati Therapeutics; Varian Medical Systems; Seagen; Gilead Sciences; Bristol-Myers Squibb","keywords":"Medicine; Nuclear medicine; Clinical endpoint; Radiation therapy; Head and neck cancer; Randomized controlled trial; Internal medicine; Radiology","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":[0.001123097,0.0003090279,0.0003658565,0.0001353792,0.00008298485,0.0003179398,0.0002632757,0.0002753865,0.001077612],"category_scores_gemma":[0.00107903,0.00009992631,0.0002953944,0.0001137567,0.0001924591,0.0001769812,0.0001316766,0.0004446064,0.0001978738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004392421,"about_ca_system_score_gemma":0.0003658067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696632,"about_ca_topic_score_gemma":0.003031777,"domain_scores_codex":[0.9997914,0.0001140525,0.0000110332,0.00003370251,0.00003166918,0.00001805955],"domain_scores_gemma":[0.9995104,0.0001690033,0.0000767716,0.00004348766,0.00005887237,0.000141496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2329943,0.006839525,0.6385705,0.0002100838,0.0006548022,0.0001796139,0.0002334902,0.002084105,0.02955665,0.0000489863,0.001338111,0.08728986],"study_design_scores_gemma":[0.01801854,0.07386521,0.8962173,0.0000303111,0.000677538,0.0003651845,0.0001545034,0.003576064,0.004750998,0.00008216844,0.002241274,0.00002098361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992716,0.0002400735,0.00004261777,0.00004087465,0.000006584212,0.00003158894,0.00009085948,0.000003008837,0.0002727991],"genre_scores_gemma":[0.998845,0.00009449903,0.0001301104,0.00007142092,0.0000162091,0.0000355583,0.0004580327,0.000002201991,0.000346996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001696632,"threshold_uncertainty_score":0.005939603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375031524297835,"score_gpt":0.3095087541875248,"score_spread":0.2720056017577414,"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."}}