{"id":"W2160388986","doi":"10.1177/1066896913512866","title":"Squamous Cell Carcinomas of the Anterior Oral Cavity Are Commonly Associated With Simplex (or Differentiated) Oral Intraepithelial Neoplasia","year":2013,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Pathology; Dysplasia; Atypia; Basal (medicine); Immunostaining; Intraepithelial neoplasia; Koilocyte; Squamous metaplasia; Carcinoma in situ; Epithelial dysplasia; Biology; Epithelium; Carcinoma; Medicine; Immunohistochemistry; Cancer; Internal medicine; Cervical intraepithelial neoplasia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002416497,0.000176497,0.0007388879,0.0001127542,0.00005490924,0.00001858431,0.0003079681,0.0001259315,0.0004057729],"category_scores_gemma":[0.0001948532,0.00008903498,0.0002251132,0.0001229147,0.0003107987,0.00009228338,0.000118839,0.0004639651,0.000006527785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272982,"about_ca_system_score_gemma":0.0001719445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001459552,"about_ca_topic_score_gemma":0.0003454048,"domain_scores_codex":[0.9981863,0.0002299042,0.0006480204,0.0001481919,0.000544362,0.0002431815],"domain_scores_gemma":[0.9978531,0.0002864866,0.0006818937,0.0001318647,0.0009220825,0.0001245488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004148095,0.001385353,0.9720034,0.0000418477,0.0004487174,0.005855649,0.000719378,0.00001439127,0.007032653,0.00003413562,0.002346136,0.005970225],"study_design_scores_gemma":[0.007055563,0.001435612,0.9841192,0.000225137,0.0001381292,0.003178902,0.0002222352,0.00006788826,0.002413844,0.0000709684,0.0009578005,0.0001146675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944167,0.0001773049,0.000017247,0.004044845,0.0007105399,0.0001659798,0.0000590626,0.00001043374,0.0003978667],"genre_scores_gemma":[0.9990473,0.00006443817,0.00006671341,0.0003526956,0.0001893796,0.000004982937,0.000005959509,0.00001629548,0.0002521805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01211583,"threshold_uncertainty_score":0.4442928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239498994071605,"score_gpt":0.2857142605602389,"score_spread":0.2617643611530783,"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."}}