{"id":"W2056661251","doi":"10.1038/sj.bjc.6605905","title":"Abnormal DNA content in oral epithelial dysplasia is associated with increased risk of progression to carcinoma","year":2010,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network; University of Toronto; Ontario Institute for Cancer Research","funders":"Ontario Ministry of Health and Long-Term Care; Nathaniel Wharton Fund; Princess Margaret Hospital Foundation","keywords":"Epithelial dysplasia; Dysplasia; Carcinoma; Pathology; Cancer; Medicine; Cytometry; Carcinoma in situ; Biology; Internal medicine; Flow cytometry; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003845125,0.0001632785,0.0002482602,0.0009899762,0.0003356402,0.0004648963,0.0002685766,0.000374672,0.002096951],"category_scores_gemma":[0.002198613,0.0001908636,0.0002509838,0.0007823697,0.0004176809,0.0001847553,0.0002960014,0.0003982687,0.0001921855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006043003,"about_ca_system_score_gemma":0.0006648467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01637055,"about_ca_topic_score_gemma":0.01497169,"domain_scores_codex":[0.9997314,0.0000412781,0.00001923979,0.00004568285,0.0001124975,0.00004994708],"domain_scores_gemma":[0.9982148,0.0002913314,0.0009126,0.00008821394,0.0002196727,0.0002734421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000269663,0.00001943361,0.9965267,0.00001263517,0.00002212096,0.0001549173,0.00004799496,0.00006147988,0.00115058,0.000014067,0.00004981271,0.001670608],"study_design_scores_gemma":[0.000003455789,0.0000532653,0.9991276,0.000003872737,0.00001680079,0.0003759355,0.00003398238,0.0001102314,0.0001304385,0.00002282118,0.0001198563,0.000001856829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986998,0.0004904026,0.00009147912,0.00004051186,0.000002485769,0.000006515513,0.0001165996,0.000007039765,0.0005451558],"genre_scores_gemma":[0.9995246,0.0001482033,0.00006071413,0.000004637113,0.000003414312,0.00000226179,0.0001159504,0.000001368633,0.000138798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01637055,"threshold_uncertainty_score":0.03255057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816462621580298,"score_gpt":0.3106900109999077,"score_spread":0.2925253847841047,"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."}}