{"id":"W2316399395","doi":"10.1097/pai.0000000000000080","title":"Histopathogenesis of Non–HPV-related Differentiated Oral Squamous Intraepithelial Neoplasia","year":2014,"lang":"en","type":"article","venue":"Applied immunohistochemistry & molecular morphology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Pharmacists Association; Ottawa Hospital","funders":"","keywords":"Pathology; Grading (engineering); Basal (medicine); Epithelium; Intraepithelial neoplasia; Biology; Basal cell; Atypia; Nuclear atypia; Medicine; Immunohistochemistry; Cancer; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003731803,0.000270183,0.0001200709,0.001276165,0.0002783262,0.000403385,0.0002935718,0.0002533841,0.001791122],"category_scores_gemma":[0.0003918363,0.0001767027,0.0001458697,0.0003785959,0.0004411899,0.0003531407,0.0002994396,0.0001713887,0.0005641354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002876922,"about_ca_system_score_gemma":0.0002742214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006814718,"about_ca_topic_score_gemma":0.001038498,"domain_scores_codex":[0.9998096,0.00002773608,0.00003048208,0.00004075936,0.00005789544,0.0000335636],"domain_scores_gemma":[0.99971,0.000034808,0.0001052839,0.00004093335,0.0000723554,0.00003669494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000727663,0.00009879466,0.7499406,0.0005312701,0.00006156863,0.02041088,0.0004959421,0.0002373935,0.2004575,0.0004725656,0.0002681128,0.02629777],"study_design_scores_gemma":[0.00002013971,0.0003330134,0.889029,0.00006773883,0.00005622703,0.06731771,0.0006004669,0.0003647108,0.03801689,0.0002865332,0.003895074,0.00001248704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930265,0.002571186,0.001095483,0.00002098948,0.00001598159,0.00005165449,0.0001123824,0.00004155093,0.003064285],"genre_scores_gemma":[0.9971222,0.0009553867,0.0008679955,0.00001660585,0.000008318416,0.00001246561,0.0001947103,0.000004773754,0.0008175055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001791122,"threshold_uncertainty_score":0.005991876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005224607483646984,"score_gpt":0.2449346483711662,"score_spread":0.2397100408875192,"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."}}