{"id":"W4293793148","doi":"10.1097/pgp.0000000000000921","title":"Cervical Adenosquamous Carcinoma: Detailed Analysis of Morphology, Immunohistochemical Profile, and Outcome in 59 Cases","year":2022,"lang":"en","type":"review","venue":"International Journal of Gynecological Pathology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"National Cancer Institute","keywords":"Adenosquamous carcinoma; Pathology; Squamous metaplasia; Immunohistochemistry; Surgical pathology; Immunophenotyping; Adenocarcinoma; Medicine; Not Otherwise Specified; Cancer; Internal medicine; Antigen; Epithelium; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007777897,0.0003443318,0.003759851,0.00148925,0.00003500098,0.00001344539,0.0005629385,0.0005479516,0.003239508],"category_scores_gemma":[0.002393354,0.0002599839,0.001442797,0.0007018924,0.0004021339,0.00004735285,0.0005074306,0.001541172,0.00000484156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005854244,"about_ca_system_score_gemma":0.0003172574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005182593,"about_ca_topic_score_gemma":0.00008260481,"domain_scores_codex":[0.9959701,0.0005248556,0.002238792,0.0004371849,0.0005323736,0.0002966576],"domain_scores_gemma":[0.9958863,0.002074209,0.001369388,0.0002049885,0.0002954934,0.0001696749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001664847,0.002714412,0.5803741,0.001954607,0.00487522,0.1389964,0.0001755021,0.000008080755,0.0003188445,0.0002292511,0.0002064789,0.2684823],"study_design_scores_gemma":[0.004063929,0.006522167,0.8238757,0.0007937003,0.01807269,0.07495444,0.0002309346,0.00007494639,0.00001037335,0.0002386211,0.0704175,0.0007449761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4576415,0.5412703,0.000004381542,0.0001441307,0.0003847256,0.0002459231,0.00008983592,0.000006547923,0.0002126846],"genre_scores_gemma":[0.5651791,0.4340948,0.0001954914,0.0001557897,0.0001191982,0.00004022863,0.000118869,0.00001842777,0.00007809774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2677373,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07490118638622767,"score_gpt":0.371084339829678,"score_spread":0.2961831534434504,"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."}}