{"id":"W4386784494","doi":"10.1158/1557-3265.aacrahns23-po-001","title":"Abstract PO-001: Circulating tumor-tissue modified HPV DNA testing in the clinical workup of patients at risk for HPV-positive oropharynx cancer: The IDEA-HPV Study","year":2023,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Otorhinolaryngology; Tonsil; Internal medicine; Cancer; Prospective cohort study; Head and neck cancer; Oncology; Pathology; Surgery","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":[0.002887683,0.0006678135,0.0003784587,0.0005938298,0.0004504414,0.00110903,0.0006377866,0.0007297808,0.002471105],"category_scores_gemma":[0.003818263,0.0005515169,0.0005780862,0.0007032643,0.0005208419,0.001012681,0.0009329226,0.0009939148,0.0009139607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167804,"about_ca_system_score_gemma":0.0005762486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087715,"about_ca_topic_score_gemma":0.001150504,"domain_scores_codex":[0.9988824,0.0006128473,0.00009237568,0.0002019804,0.0001208858,0.00008960106],"domain_scores_gemma":[0.9976318,0.0005176787,0.0006626834,0.0001931893,0.00027186,0.0007228177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005132485,0.000790783,0.9909155,0.00004673557,0.0001151961,0.00006728691,0.0001305314,0.00003813428,0.0004015523,0.0000187705,0.0002299375,0.002112966],"study_design_scores_gemma":[0.002575272,0.01484916,0.9788715,0.00005053215,0.0003546737,0.0005804573,0.0007768092,0.0005908568,0.0002931316,0.00006593765,0.0009645289,0.00002697532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984844,0.0002221274,0.0001145608,0.00007853159,0.00001818312,0.0001555683,0.0004044704,0.000003312467,0.0005187758],"genre_scores_gemma":[0.9983961,0.0001228635,0.0002924961,0.00009948014,0.0000393953,0.0001209981,0.0006710956,0.000003872704,0.0002537472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002887683,"threshold_uncertainty_score":0.01527172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4062341310910674,"score_gpt":0.5660215393564944,"score_spread":0.1597874082654269,"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."}}