{"id":"W4412693585","doi":"10.1002/hed.28238","title":"<scp>PET</scp> ‐ <scp>CT</scp> Test Properties for <scp>HPV</scp> Positive Unknown Primary of the Neck: A <scp>FIND</scp> Trial Correlative Study","year":2025,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto; Women's College Hospital; Princess Margaret Cancer Centre; University Health Network","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Tonsil; Palatine tonsil; Tongue; Tonsillectomy; Head and neck; Radiology; Prospective cohort study; Nuclear medicine; Pathology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001523235,0.001621675,0.003543783,0.000678544,0.001394007,0.000191086,0.001135387,0.0004598798,0.00001261991],"category_scores_gemma":[0.02116668,0.001176871,0.001223698,0.002316241,0.001113912,0.0005228146,0.001029543,0.001850209,0.0001324925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000884299,"about_ca_system_score_gemma":0.002769417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005644893,"about_ca_topic_score_gemma":0.0005383869,"domain_scores_codex":[0.9907141,0.0006964513,0.002395369,0.002044494,0.001789648,0.00235991],"domain_scores_gemma":[0.9828498,0.01193987,0.001110029,0.001870724,0.001598256,0.000631372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001921721,0.01707471,0.1557011,0.004216455,0.006567948,0.0005843398,0.08227988,0.0001052154,0.01282176,0.001872171,0.7096053,0.007249405],"study_design_scores_gemma":[0.09505019,0.01969164,0.4007222,0.005605637,0.003826667,0.0002141659,0.04727773,0.0006130707,0.02645117,0.0006890821,0.3995964,0.0002620717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991951,0.00719697,0.00008299461,0.0008024122,0.00290911,0.01245152,0.0004800906,0.0004151187,0.07646666],"genre_scores_gemma":[0.8658344,0.0006171396,0.0006050981,0.003133132,0.001588353,0.002679899,0.0001513557,0.0003050483,0.1250856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3100089,"threshold_uncertainty_score":0.9999061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839163821117554,"score_gpt":0.2937332619433732,"score_spread":0.2653416237321977,"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."}}