{"id":"W4404232607","doi":"10.14740/jmc5062","title":"Diffuse Type Pancreatic Ductal Adenocarcinoma: The Linitis Plastica Type of the Pancreas","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linitis plastica; Medicine; Pancreatic ductal adenocarcinoma; Pancreas; Adenocarcinoma; Internal medicine; Gastroenterology; Pancreatic cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002201768,0.001168556,0.0006241992,0.001460049,0.0008649262,0.001283356,0.0004371281,0.001076323,0.004473771],"category_scores_gemma":[0.001025237,0.000430804,0.0005987512,0.00203163,0.000839884,0.0009724406,0.001339078,0.0010717,0.001634617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004925287,"about_ca_system_score_gemma":0.0005417459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007886059,"about_ca_topic_score_gemma":0.00100837,"domain_scores_codex":[0.9996533,0.00003881323,0.00003193822,0.0001095936,0.00005592197,0.0001104679],"domain_scores_gemma":[0.999606,0.00005625309,0.000128037,0.00006266706,0.00003156169,0.0001155339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0005319493,0.000144919,0.2221263,0.001006407,0.000124889,0.6941412,0.0004010144,0.0003837415,0.02174261,0.002212155,0.003198475,0.05398626],"study_design_scores_gemma":[0.00001763043,0.00006604249,0.03398868,0.00004279313,0.00002695217,0.957824,0.0002368149,0.0001629108,0.001641644,0.0003874075,0.005593697,0.00001142266],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920922,0.03232257,0.01375286,0.002990362,0.0004209661,0.0003649354,0.002116306,0.0008679396,0.05507181],"genre_scores_gemma":[0.9843379,0.005081895,0.002304747,0.0006408602,0.0004383573,0.00005918766,0.0005596215,0.00004318982,0.006534305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004473771,"threshold_uncertainty_score":0.01496625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07016379248967221,"score_gpt":0.3787137385187475,"score_spread":0.3085499460290753,"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."}}