{"id":"W4414167872","doi":"10.1097/pas.0000000000002471","title":"Aberrant Cytoplasmic p53 Staining in Oral Squamous Cell Carcinoma and Dysplasia","year":2025,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Cytoplasm; Immunohistochemistry; Staining; Dysplasia; Basal cell; Carcinoma; Epithelial dysplasia; Epidermoid carcinoma","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":[0.001347251,0.0002141451,0.0001886972,0.002340315,0.0003216281,0.0005487252,0.0001918477,0.0002336764,0.0006883246],"category_scores_gemma":[0.00176427,0.0001772491,0.0001219291,0.001114832,0.000574719,0.000262671,0.000525776,0.0001508787,0.0001724966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022423,"about_ca_system_score_gemma":0.0004332582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303943,"about_ca_topic_score_gemma":0.003564771,"domain_scores_codex":[0.9995337,0.0001299107,0.00007885108,0.00005694518,0.0001371234,0.00006353227],"domain_scores_gemma":[0.9995744,0.00009759163,0.000108564,0.00005528096,0.0001067508,0.00005743412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000411556,0.00002965146,0.9192732,0.0001173953,0.00002854741,0.006191834,0.0002431411,0.0001558157,0.03870434,0.0004313858,0.0003285065,0.03408459],"study_design_scores_gemma":[0.00001847358,0.000160914,0.9513761,0.00006224667,0.00006601242,0.0324758,0.000655291,0.001452755,0.009646094,0.0008656873,0.003206206,0.00001436723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929316,0.002425877,0.001689245,0.0001112851,0.00001544127,0.0000235578,0.00007617593,0.00003357582,0.002693341],"genre_scores_gemma":[0.9982993,0.0004898155,0.001022837,0.00001709723,0.00000807302,0.000005883096,0.00005162981,0.000002131037,0.0001031491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002340315,"threshold_uncertainty_score":0.00712508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009501482227275558,"score_gpt":0.2621731929295245,"score_spread":0.2526717107022489,"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."}}