{"id":"W2106365632","doi":"10.1111/his.12874","title":"Differentiated squamous intraepithelial neoplasia associated with squamous cell carcinoma of the anal canal","year":2015,"lang":"en","type":"article","venue":"Histopathology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Squamous intraepithelial lesion; Anal canal; Pathology; Squamous carcinoma; Lesion; Basal cell; Medicine; Koilocyte; Basal (medicine); Vulva; Stage (stratigraphy); Cytopathology; Squamous metaplasia; Epidermoid carcinoma; Intraepithelial neoplasia; Carcinoma; Biology; Gastroenterology; Epithelium; Internal medicine; Cytology; Rectum; Cervical intraepithelial neoplasia; Prostate; Cancer","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":[0.000455072,0.0004085625,0.0002983715,0.001276045,0.0005059861,0.0006196535,0.0003279421,0.0004520928,0.001320781],"category_scores_gemma":[0.001808121,0.0002061288,0.0002351977,0.001365363,0.0006100772,0.0004662777,0.0006790041,0.0002140326,0.0004418917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003286626,"about_ca_system_score_gemma":0.0005276051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009962451,"about_ca_topic_score_gemma":0.001924987,"domain_scores_codex":[0.9994863,0.00005998504,0.0001199659,0.0000750862,0.0001490705,0.0001095334],"domain_scores_gemma":[0.9984928,0.0002918186,0.0007365847,0.0001103342,0.0002012971,0.0001671948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001163728,0.00002229805,0.9511657,0.0002050515,0.00003199634,0.03420511,0.0002242688,0.00007255682,0.007605943,0.00005279311,0.00007447252,0.006223341],"study_design_scores_gemma":[0.00001594449,0.0002963048,0.6922404,0.000152946,0.0001083087,0.295028,0.0008895982,0.0003938728,0.008533947,0.0001292333,0.002195689,0.00001579282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964015,0.001981878,0.0004179674,0.00001795909,0.000009843229,0.00002675284,0.00008677069,0.00001305342,0.001044221],"genre_scores_gemma":[0.9989949,0.000459389,0.0003414348,0.00001425822,0.000008785206,0.000006294091,0.00006459258,0.000001596865,0.0001088234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001320781,"threshold_uncertainty_score":0.004418433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617350996512314,"score_gpt":0.2095264495943709,"score_spread":0.1933529396292478,"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."}}