{"id":"W4200247980","doi":"10.1097/pas.0000000000001847","title":"Claudin-18 as a Promising Surrogate Marker for Endocervical Gastric-type Carcinoma","year":2021,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"National Cancer Institute","keywords":"Immunohistochemistry; Tissue microarray; Carcinoma; Biopsy; Staining; Surrogate endpoint; Adenocarcinoma","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":[],"consensus_categories":[],"category_scores_codex":[0.0005006914,0.0001645819,0.0005669398,0.00007706125,0.0002447924,0.00003559257,0.0002654022,0.00004013367,0.0002291792],"category_scores_gemma":[0.0009025735,0.0001010268,0.0002447356,0.0005853754,0.0007277817,0.00007328523,0.0001222259,0.0004145839,0.0000167426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003070882,"about_ca_system_score_gemma":0.0001647229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003005508,"about_ca_topic_score_gemma":7.517017e-7,"domain_scores_codex":[0.9979551,0.0006607757,0.0004592024,0.0002768992,0.0002640485,0.0003839036],"domain_scores_gemma":[0.997355,0.001462441,0.0004938182,0.0002216317,0.0003241936,0.0001429236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02563921,0.0006727981,0.05603793,0.00009066948,0.0004078235,0.0456829,0.003552045,0.0001403011,0.6252883,0.01251585,0.01314477,0.2168274],"study_design_scores_gemma":[0.009789782,0.01067596,0.1086401,0.00008264833,0.0006244718,0.3167143,0.00466531,0.0002004414,0.1031658,0.02198617,0.4223339,0.001121215],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914561,0.0003958401,0.0004361529,0.00486733,0.0008330192,0.00009611827,0.000008171013,0.00001490675,0.001892369],"genre_scores_gemma":[0.9963719,0.0002851165,0.0005652041,0.002024568,0.0004181526,0.000004169606,5.620347e-7,0.00001754676,0.0003127728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5221226,"threshold_uncertainty_score":0.4119754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04104491248345541,"score_gpt":0.3049506439943785,"score_spread":0.2639057315109231,"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."}}