{"id":"W4386784420","doi":"10.1158/1557-3265.aacrahns23-po-045","title":"Abstract PO-045: Utility of circulating tumor tissue modified viral (TTMV)-HPV DNA to resolve clinically indeterminate findings in patients following definitive treatment for HPV-driven oropharyngeal cancer","year":2023,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Indeterminate; Internal medicine; Retrospective cohort study; Cancer; Oncology; Disease; Cohort study; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013671,0.0001707964,0.0002123564,0.0004848287,0.0002800596,0.0007597557,0.0004216191,0.0002981858,0.001375462],"category_scores_gemma":[0.004675183,0.0001300345,0.0002433421,0.0005468493,0.0002697383,0.00042445,0.0003295524,0.0003956927,0.0002618306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003875629,"about_ca_system_score_gemma":0.0003503629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002254536,"about_ca_topic_score_gemma":0.002793545,"domain_scores_codex":[0.9994523,0.0001719657,0.00007248694,0.0001358212,0.0001066464,0.00006088612],"domain_scores_gemma":[0.9969409,0.0008663802,0.001480628,0.0001336344,0.0003205459,0.0002578116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001457403,0.00001610227,0.9978076,0.000008832882,0.0000129332,0.00003972862,0.00001883895,0.00003489247,0.0001165125,0.000007118678,0.0000789927,0.001712841],"study_design_scores_gemma":[0.00001398525,0.0003862252,0.9972671,0.00001624389,0.00003832323,0.0005584832,0.0001700325,0.0007749905,0.0004000867,0.00003418409,0.000335424,0.000005020519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988024,0.0002450399,0.0001248305,0.0000354311,0.000006106519,0.00001110376,0.000371328,0.000004698245,0.000399137],"genre_scores_gemma":[0.9995692,0.00003777725,0.00009963608,0.00001397152,0.000006748407,0.000004509531,0.0002142083,0.000001027852,0.00005283387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002254536,"threshold_uncertainty_score":0.005360842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.310588114899989,"score_gpt":0.5418097745061936,"score_spread":0.2312216596062046,"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."}}