{"id":"W2052793884","doi":"10.1097/pas.0b013e3181b669c2","title":"A Dynamic Oral Cancer Field","year":2009,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Dental and Craniofacial Research; Canadian Institutes of Health Research","keywords":"Field cancerization; Cancer; Somatic evolution in cancer; Tongue; Pathology; Lesion; Biology; Disease; Medicine; Cancer research; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005190512,0.0001290993,0.0004982642,0.00007098741,0.0001084314,0.000007955781,0.0002679994,0.00006379987,0.0002764543],"category_scores_gemma":[0.00003180162,0.00007359991,0.0001770556,0.0002033663,0.0003188103,0.00005175997,0.00002582654,0.0005157684,0.00009156507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005543868,"about_ca_system_score_gemma":0.00006548235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000302778,"about_ca_topic_score_gemma":0.00002433822,"domain_scores_codex":[0.9984784,0.0004826233,0.0004296834,0.0001331345,0.0001579449,0.0003181958],"domain_scores_gemma":[0.9987204,0.000344159,0.0005299766,0.0002071963,0.00008085987,0.0001173864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00481062,0.0007277825,0.04452179,0.000009767873,0.0001569148,0.06199249,0.0005809882,0.0001155527,0.0008469905,0.0019344,0.003420717,0.880882],"study_design_scores_gemma":[0.004613785,0.0149312,0.8579773,0.00008715996,0.0003445361,0.08696047,0.0005428755,0.0001064357,0.0003949751,0.01239069,0.02121963,0.0004309781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821596,0.001103871,0.0001491058,0.01536606,0.0005124116,0.00006150594,0.000006136526,0.0000153731,0.0006259408],"genre_scores_gemma":[0.9952711,0.0006162585,0.0004653273,0.003210126,0.0001245398,0.000002767294,7.169595e-7,0.000007117636,0.0003019993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.880451,"threshold_uncertainty_score":0.3026981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845972296391901,"score_gpt":0.3663588200583827,"score_spread":0.3478990970944637,"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."}}