{"id":"W2055438928","doi":"10.4021/gr2010.01.1333","title":"Primary Pure Squamous Cell Carcinoma of the Duodenum: A Case Report","year":2010,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Duodenum; Ampulla of Vater; Pathology; Carcinoma; Adenocarcinoma; Anaplastic carcinoma; Gastroenterology; Internal medicine; Cancer","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":[0.001358774,0.0001719306,0.0003522609,0.0002461236,0.0002164711,0.00001593811,0.0003261587,0.0000900916,0.0002087865],"category_scores_gemma":[0.0006852223,0.0001107665,0.0001961031,0.0002926688,0.000939842,0.00004012434,0.0004803591,0.001870893,0.00004365941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009035437,"about_ca_system_score_gemma":0.0004095272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003674648,"about_ca_topic_score_gemma":0.0004898707,"domain_scores_codex":[0.9969476,0.0003629308,0.0003870506,0.0004421617,0.0008646042,0.0009955815],"domain_scores_gemma":[0.9975369,0.0001988068,0.0001076698,0.001152867,0.0006088182,0.0003949513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009286648,0.0006985757,0.8150283,0.0001294927,0.000018073,0.1410293,0.00005905897,4.216396e-7,0.03979845,0.00002437924,0.002179863,0.0001054686],"study_design_scores_gemma":[0.002208624,0.002316756,0.5685032,0.0000163713,0.00003398114,0.4189272,0.0001011147,0.0000222485,0.007628508,0.00006148969,0.0001449379,0.00003559936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925194,0.00004387582,0.00001198344,0.002930181,0.0001343233,0.000854789,0.00002091681,0.00002013058,0.00346437],"genre_scores_gemma":[0.9969791,0.000001357548,0.0007560122,0.0001113811,0.0001333252,0.00009427038,0.00001903572,0.00002836786,0.001877134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2778979,"threshold_uncertainty_score":0.8128205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295260308811766,"score_gpt":0.3306621636045007,"score_spread":0.2977095605163831,"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."}}