{"id":"W2354968404","doi":"10.3781/j.issn.1000-7431.2012.03.009","title":"Pathologic characteristics of pancreatic cancer in Shanghai urban area:preliminary analysis of 350 cases","year":2012,"lang":"en","type":"article","venue":"Tumori","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatic cancer; Lymphovascular invasion; Pancreas; Perineural invasion; Stage (stratigraphy); Adenocarcinoma; Cancer; Population; Pathology; Internal medicine; Metastasis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004823426,0.0001233379,0.001079676,0.000438574,0.00001983002,0.000001637505,0.00008785152,0.00008716059,0.0009733518],"category_scores_gemma":[0.0004879543,0.00009602609,0.000124405,0.0007701489,0.0001766277,0.0000470746,0.000051573,0.0001545298,0.000007196715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009795359,"about_ca_system_score_gemma":0.0001384909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006473683,"about_ca_topic_score_gemma":0.00003757067,"domain_scores_codex":[0.9986892,0.0001042251,0.0004685857,0.0001490997,0.0002443034,0.0003446297],"domain_scores_gemma":[0.9988232,0.0004190747,0.000196451,0.0003115367,0.0001147935,0.0001349419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004030995,0.0004858943,0.9934021,0.0001896263,0.0003986433,0.0002794668,0.00133192,0.000001847417,0.002291427,0.00006961939,0.0001543004,0.0009920826],"study_design_scores_gemma":[0.0005186385,0.0005518495,0.9940826,0.0001477794,0.002638469,0.00005444456,0.0004700596,0.0009106986,0.0005024499,0.00001095894,0.00003294925,0.00007904493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957744,0.001834319,0.00002976439,0.00007994144,0.00005757692,0.0002441376,0.0001144829,0.00001194129,0.001853382],"genre_scores_gemma":[0.9983932,0.0004951639,0.0002423267,0.00006071759,0.00009186246,0.00005817528,0.00005643207,0.00001019687,0.0005919485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002618722,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05373186279858595,"score_gpt":0.3562452476558374,"score_spread":0.3025133848572515,"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."}}