{"id":"W2067814267","doi":"10.14740/gr605w","title":"Squamous Cell Carcinoma of the Pancreas: A Case Report and Review of Literature","year":2014,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Basal cell; Pancreas; Squamous metaplasia; Pathology; Malignant transformation; Metaplasia; Columnar Cell; Gastroenterology; Internal medicine; Epithelium","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":[0.003834883,0.0001207726,0.0007118664,0.0001790741,0.0000965565,0.000004530607,0.0001918276,0.0001399296,0.00008647489],"category_scores_gemma":[0.002062047,0.00007482304,0.0001181516,0.00033393,0.0009943719,0.00002718972,0.0002977175,0.0007444291,0.000003362446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003619462,"about_ca_system_score_gemma":0.0002129315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001845414,"about_ca_topic_score_gemma":0.0000378005,"domain_scores_codex":[0.9968857,0.001271261,0.0005176259,0.0003127338,0.0005180306,0.0004946398],"domain_scores_gemma":[0.997535,0.0005079595,0.0001654757,0.0008310399,0.0007759837,0.0001845687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004841094,0.0002084574,0.9812144,0.006591976,0.00002958462,0.006171005,0.0001985286,3.547922e-8,0.00130394,0.00006023318,0.003490953,0.000246801],"study_design_scores_gemma":[0.003228556,0.003743777,0.8023576,0.002929048,0.0002422687,0.1851721,0.0001748224,0.0001512158,0.001018576,0.0001451382,0.0007718794,0.00006501625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851627,0.008128972,0.00002498533,0.002574845,0.00004070178,0.0007169411,0.00001361736,0.000005537389,0.003331703],"genre_scores_gemma":[0.9968688,0.001177996,0.0003588494,0.0004270017,0.00007199369,0.00005118857,0.000009993711,0.00001330532,0.001020894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1790011,"threshold_uncertainty_score":0.3663805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03270010880666457,"score_gpt":0.3566769450701313,"score_spread":0.3239768362634667,"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."}}