{"id":"W2928324271","doi":"10.14740/gr1154","title":"Desmoplasia and Detached Papillae in Early Esophageal Adenocarcinoma: A Histologic Study on Endoscopic Submucosal Dissection Specimens","year":2019,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desmoplasia; Medicine; Adenocarcinoma; Lymphovascular invasion; Dysplasia; Odds ratio; Pathology; Gastroenterology; Internal medicine; Cancer; Metastasis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009129472,0.0002327607,0.0005107573,0.00072107,0.0001156123,0.00003277756,0.0001610089,0.0001220967,0.0001704659],"category_scores_gemma":[0.0001027546,0.0001905043,0.0000558366,0.0003530659,0.0002535747,0.00007989906,0.0001775907,0.001086032,0.0002817822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005251887,"about_ca_system_score_gemma":0.0001173456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003179636,"about_ca_topic_score_gemma":0.0006300613,"domain_scores_codex":[0.9963133,0.0008198756,0.0003052434,0.0007747473,0.0006810456,0.00110573],"domain_scores_gemma":[0.9988444,0.0002026342,0.00004281896,0.0004780443,0.0001238337,0.0003082364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005737477,0.001346513,0.9883218,0.00005413143,0.0001095086,0.00283529,0.0006332665,9.63636e-7,0.0007084703,0.0000448741,0.00006775084,0.0001399285],"study_design_scores_gemma":[0.009341149,0.02601481,0.9635302,0.00003165307,0.00002232048,0.0002026564,0.0004675018,0.0000212859,0.0002616852,0.0000495079,0.00000505434,0.00005212006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952965,0.001161639,0.000002428973,0.0007509189,0.000103316,0.002264244,0.000006004118,0.00003706163,0.0003778805],"genre_scores_gemma":[0.9987624,0.00004439766,0.00005695873,0.00007925283,0.00007833653,0.0002872736,0.00001600074,0.00002891192,0.0006464804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02479157,"threshold_uncertainty_score":0.7768539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0460442932264423,"score_gpt":0.3585266664109615,"score_spread":0.3124823731845192,"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."}}