{"id":"W2416970823","doi":"10.1097/pas.0000000000000549","title":"Papillary Immature Metaplasia of the Anal Canal","year":2015,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Koilocyte; Anal canal; Pathology; Medicine; Squamous metaplasia; Population; Lesion; Squamous intraepithelial lesion; Biopsy; Cervix; Metaplasia; Natural history; Anal cancer; Cancer; Cervical intraepithelial neoplasia; Cervical cancer; Internal medicine; Epithelium; Rectum","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":[0.0002338672,0.0002336176,0.0001695754,0.000836025,0.0003240473,0.0004551649,0.0002917055,0.0001909109,0.001266803],"category_scores_gemma":[0.0007585815,0.0002921071,0.0003035632,0.000428825,0.0003500696,0.0003204021,0.0004607499,0.0002708363,0.000304568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446948,"about_ca_system_score_gemma":0.000386906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001820799,"about_ca_topic_score_gemma":0.001956121,"domain_scores_codex":[0.9998276,0.00001754865,0.00001346503,0.00004041186,0.00005445275,0.00004645357],"domain_scores_gemma":[0.9995884,0.00006945452,0.0001057358,0.00007889571,0.00006397882,0.00009357605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0006162853,0.00008347214,0.7830752,0.0002353175,0.00008816532,0.06206808,0.0008992752,0.0003108031,0.119018,0.0008621022,0.0003317453,0.0324115],"study_design_scores_gemma":[0.00002594135,0.0007060099,0.7790156,0.00003296157,0.00006745302,0.1975773,0.0006383839,0.001123643,0.01695112,0.0005952575,0.003238221,0.00002814396],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965402,0.0004920589,0.0008777651,0.00002077878,0.000004563752,0.00004351776,0.0001136517,0.00004680869,0.001860837],"genre_scores_gemma":[0.9988864,0.0001226052,0.0006246211,0.000008936653,0.000002754359,0.000006018237,0.00004383665,0.00000325159,0.000301469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001820799,"threshold_uncertainty_score":0.00423789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182191854255843,"score_gpt":0.2640530578399637,"score_spread":0.2458338724143794,"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."}}