{"id":"W3029320628","doi":"10.1200/jco.2020.38.15_suppl.6563","title":"18 FDG PET/CT prediction of treatment outcomes in patients with p16-positive, non-smoking associated, locoregionally advanced oropharyngeal cancer (LA-OPC) receiving deintensified therapy: Results from NRG-HN002.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Princess Margaret Cancer Centre","funders":"National Institutes of Health","keywords":"Medicine; Clinical endpoint; Internal medicine; Head and neck cancer; Nuclear medicine; Randomized controlled trial; Cancer; Oncology","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":[0.001064748,0.0002550913,0.0003599814,0.0001367356,0.0001052732,0.0002395991,0.0002799597,0.0003793788,0.001131764],"category_scores_gemma":[0.001256866,0.0001300964,0.0002968164,0.000162012,0.0002173624,0.0002373593,0.0001692735,0.0003503027,0.0002135281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003511814,"about_ca_system_score_gemma":0.0002730182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035985,"about_ca_topic_score_gemma":0.001847239,"domain_scores_codex":[0.999777,0.0001065003,0.00001548354,0.00003980799,0.0000310772,0.00003004847],"domain_scores_gemma":[0.9994885,0.0001603463,0.0001390259,0.00003101747,0.00003665176,0.0001443528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1180731,0.00239185,0.8395507,0.0001265202,0.0002604829,0.0001919736,0.0001839499,0.00121899,0.006070952,0.00003720931,0.0006311078,0.0312631],"study_design_scores_gemma":[0.007717015,0.03140681,0.9558268,0.00002377854,0.000307522,0.0003871923,0.00009878846,0.001898123,0.001167488,0.00006770745,0.001086586,0.00001224675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994093,0.0001788142,0.00004025106,0.00004012286,0.000003920838,0.00002882182,0.0001083617,0.000001941626,0.0001884825],"genre_scores_gemma":[0.9993368,0.00006516396,0.000082738,0.00003763568,0.000008736879,0.00002718872,0.000310941,8.586185e-7,0.0001299208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001131764,"threshold_uncertainty_score":0.00563097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071717807020837,"score_gpt":0.4073617362317583,"score_spread":0.3001899555296745,"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."}}