{"id":"W2118687211","doi":"10.1186/1916-0216-42-36","title":"HPV Status and second primary tumours in Oropharyngeal Squamous Cell Carcinoma","year":2013,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Field cancerization; Medicine; Head and neck cancer; Incidence (geometry); Oncology; Tissue microarray; Cancer; Carcinoma; Pathology; Internal medicine; Head and neck squamous-cell carcinoma; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004359185,0.0002402087,0.001281631,0.0004482815,0.00008753973,0.0000217851,0.00005184321,0.0001722275,0.0003715455],"category_scores_gemma":[0.000107301,0.0001896306,0.0001371133,0.0001717652,0.0001959218,0.000312264,0.00006769143,0.0006027361,0.00001016581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009043753,"about_ca_system_score_gemma":0.0003945619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001789157,"about_ca_topic_score_gemma":0.00007500513,"domain_scores_codex":[0.9980958,0.0001266055,0.0007675502,0.0002513213,0.000201164,0.0005575613],"domain_scores_gemma":[0.998421,0.0005820115,0.0002745142,0.0001405747,0.0001516741,0.0004302885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004358458,0.0002227491,0.9847012,0.0004641341,0.00002523445,0.00122732,0.000478682,1.472284e-7,0.003571636,0.000003829553,0.006615497,0.002253745],"study_design_scores_gemma":[0.002785325,0.0009911837,0.9912961,0.0001159713,0.00005576887,0.001755948,0.0001128401,0.0000104182,0.000649391,0.00005221601,0.002004068,0.0001707736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751633,0.02084346,7.472534e-7,0.001192598,0.0003837073,0.0002319455,0.000004703197,0.00001054197,0.002169011],"genre_scores_gemma":[0.9957376,0.001926986,0.0001468825,0.001647984,0.0002369348,0.00001102665,0.000004379696,0.00002590005,0.0002623612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02057426,"threshold_uncertainty_score":0.7732913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644148903651258,"score_gpt":0.2529631158229597,"score_spread":0.2365216267864471,"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."}}