{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003217336,0.0003204993,0.0004604303,0.001510502,0.0003788887,0.0004740176,0.00027312,0.0005616936,0.002591792],"category_scores_gemma":[0.002099912,0.000523747,0.0002630065,0.0008581783,0.0003369294,0.000482297,0.0003631735,0.0002919548,0.0003488593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002534691,"about_ca_system_score_gemma":0.000138085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490343,"about_ca_topic_score_gemma":0.001316068,"domain_scores_codex":[0.9995409,0.00008388729,0.00007992498,0.0001263971,0.00009760233,0.00007129097],"domain_scores_gemma":[0.9989071,0.0003003907,0.0004401612,0.00007651168,0.0001065513,0.0001693261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006022499,0.00001723358,0.9985155,0.000006732003,0.00001432708,0.0003762461,0.00004736057,0.00001197604,0.0002964838,0.000004009445,0.00002644201,0.0006234401],"study_design_scores_gemma":[0.00001255705,0.0002237212,0.9959091,0.000006851433,0.00002725929,0.003249201,0.0002059177,0.00009777459,0.0001264531,0.000007465115,0.0001300032,0.000003855214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996309,0.0001183054,0.00002722823,0.000007327385,0.000002349218,0.00000506816,0.00008363793,0.000002911466,0.0001223141],"genre_scores_gemma":[0.9995704,0.00009309735,0.00005806725,0.00001053493,0.000008159526,0.000009664316,0.0001729895,0.000001390702,0.00007578824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002591792,"threshold_uncertainty_score":0.00867039,"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."}}