{"id":"W2095972122","doi":"10.1111/his.12886","title":"Prevalence of oesophageal epidermoid metaplasia in 1048 consecutive patients and 58 patients with squamous neoplasms","year":2015,"lang":"en","type":"article","venue":"Histopathology","topic":"Teratomas and Epidermoid Cysts","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Dalhousie Medical Research Foundation","keywords":"Epidermoid carcinoma; Squamous metaplasia; Medicine; Metaplasia; Esophagus; Pathology; Biopsy; Squamous carcinoma; Dysplasia; Internal medicine; Basal cell; Gastroenterology; Dermatology; Carcinoma; Epithelium","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002194269,0.0001949048,0.0005339145,0.0001857465,0.00002743956,0.00000344767,0.00007290526,0.0001250164,0.00002747949],"category_scores_gemma":[0.0003819364,0.0001553796,0.00003562569,0.0001377206,0.0003309274,0.00008721675,0.00005684656,0.0001811995,0.00001216093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051583,"about_ca_system_score_gemma":0.0001246471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006451808,"about_ca_topic_score_gemma":0.00003913877,"domain_scores_codex":[0.9985139,0.0001699298,0.0004092114,0.0003789081,0.0002352794,0.0002927473],"domain_scores_gemma":[0.9989974,0.0001022234,0.0001961498,0.0002505256,0.0002532646,0.0002003682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007905374,0.0004072317,0.9950309,0.0001609076,0.000004855776,0.0002739333,0.001793409,0.00000208196,0.00008747651,0.00008657288,0.0006616626,0.0007004105],"study_design_scores_gemma":[0.006619767,0.002098162,0.9902192,0.00005571388,0.00008784361,0.0001420404,0.00006311625,0.00003173272,0.0001854854,0.00008601855,0.0002805642,0.0001304101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973394,0.0007618809,0.00003268339,0.0001070155,0.000184079,0.0004664999,0.000040675,0.00002590416,0.001041876],"genre_scores_gemma":[0.9984121,0.00001275194,0.0008920322,0.0003144576,0.00001577253,0.00002567681,0.00002873104,0.00002158818,0.0002769091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005829229,"threshold_uncertainty_score":0.6336195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000657118645847,"score_gpt":0.2268421047119685,"score_spread":0.21683553352551,"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."}}