{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005450459,0.0002011875,0.0002592771,0.0007501038,0.00092846,0.0009860313,0.0003129716,0.0005734061,0.003028309],"category_scores_gemma":[0.0009608942,0.000216202,0.0003009478,0.0004394698,0.00117766,0.0009518561,0.00143132,0.0008531949,0.0005034536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000790538,"about_ca_system_score_gemma":0.0007100499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241636,"about_ca_topic_score_gemma":0.001308104,"domain_scores_codex":[0.9996014,0.00005076415,0.00001156575,0.00009379582,0.0001900377,0.0000524425],"domain_scores_gemma":[0.9995502,0.0001566588,0.00008912677,0.00005938709,0.0000902221,0.0000544146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001073803,0.0002085159,0.04582414,0.0004754608,0.00006673645,0.006787675,0.002082353,0.002455577,0.6378651,0.01522542,0.004527982,0.2834073],"study_design_scores_gemma":[0.0001910124,0.003380119,0.3741825,0.0003512501,0.0003447506,0.07355491,0.00678094,0.00584042,0.2490353,0.02044285,0.2656795,0.0002164557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932343,0.01100062,0.02477783,0.001802125,0.000233038,0.0001542313,0.0002523099,0.0003136433,0.02912321],"genre_scores_gemma":[0.9827659,0.002885515,0.009314302,0.0005041505,0.0001813924,0.00007093043,0.00009646326,0.00004148386,0.004139913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003028309,"threshold_uncertainty_score":0.0101307,"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."}}