{"id":"W2010459710","doi":"10.4021/gr2009.05.1293","title":"Esophageal Cancers: A Clinicopathologic and Immunohistochemical Study of 223 Cases","year":2009,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pathology; Adenoid cystic carcinoma; Adenocarcinoma; Carcinoma; Immunohistochemistry; Dysplasia; Signet ring cell carcinoma; Carcinoma in situ; Cancer; Adenoid; Basal cell; Esophageal cancer; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005963899,0.0003955709,0.000274258,0.001997174,0.0007545631,0.0004338,0.0003887209,0.0004321041,0.001124291],"category_scores_gemma":[0.001836365,0.000652255,0.0002959266,0.001199999,0.0004807917,0.00038946,0.00044498,0.0002041447,0.0005138524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003669913,"about_ca_system_score_gemma":0.0002703124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171093,"about_ca_topic_score_gemma":0.002771337,"domain_scores_codex":[0.9995643,0.00006691827,0.00008232853,0.00007553479,0.0001260051,0.00008484],"domain_scores_gemma":[0.9993209,0.0001760146,0.0002227674,0.00007421124,0.00009591767,0.0001103099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001124237,0.00005329808,0.9555836,0.00005232551,0.00003964856,0.03010784,0.0004091568,0.00007202014,0.002900395,0.00004108816,0.0004408635,0.01018732],"study_design_scores_gemma":[0.00002446201,0.0002589502,0.7772145,0.00004637751,0.0000697934,0.2160821,0.0006572263,0.0003199923,0.001417154,0.00004249793,0.003848857,0.00001800852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964246,0.001972234,0.0003458105,0.00003752272,0.00001087442,0.00002248004,0.0001017108,0.00001067978,0.001073875],"genre_scores_gemma":[0.9977488,0.001000385,0.0005237157,0.00004830395,0.0000330804,0.00002027915,0.0002609689,0.000005615818,0.0003588954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001997174,"threshold_uncertainty_score":0.003761113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08936472900562707,"score_gpt":0.4454841583795932,"score_spread":0.3561194293739661,"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."}}