{"id":"W4297573681","doi":"10.1016/s2468-1253(22)00235-7","title":"The tumour immune microenvironment and microbiome of pancreatic intraductal papillary mucinous neoplasms","year":2022,"lang":"en","type":"review","venue":"The Lancet. Gastroenterology & hepatology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"National Cancer Institute; Associazione Italiana per la Ricerca sul Cancro","keywords":"Dysplasia; Immune system; Pathology; Pancreatic cancer; Medicine; Microbiome; Pancreas; Adenocarcinoma; Cancer; Cancer research; Biology; Internal medicine; Immunology; Bioinformatics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004806308,0.0006007651,0.001264866,0.001201273,0.000174105,0.0009963841,0.0006069576,0.0009923654,0.002900684],"category_scores_gemma":[0.0008335217,0.0001929341,0.0004361115,0.00160449,0.0003410602,0.001048995,0.0009083824,0.001187923,0.001290457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365454,"about_ca_system_score_gemma":0.001136854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216703,"about_ca_topic_score_gemma":0.002401777,"domain_scores_codex":[0.999838,0.00003693502,0.00001850613,0.00002126617,0.00006274495,0.00002263286],"domain_scores_gemma":[0.9996091,0.0001801987,0.00007483611,0.000008870247,0.00008599745,0.00004103318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001339758,0.00002709203,0.0003186292,0.02050352,0.0002071476,0.0001802688,0.00004995882,0.0002152231,0.001046695,0.002390606,0.05847456,0.9164523],"study_design_scores_gemma":[0.00003424701,0.0000991042,0.002320019,0.01360786,0.0003451273,0.001518946,0.0001417753,0.000086643,0.0002470377,0.002679601,0.9788929,0.00002674195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004348479,0.9993405,0.00001414962,0.0002801725,0.0001394424,5.667609e-7,0.000007393574,0.000001647533,0.0001725319],"genre_scores_gemma":[0.0003983378,0.9990989,0.00002372425,0.0001541075,0.0001615487,0.000001070943,0.00001316708,4.303451e-7,0.0001487347],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002900684,"threshold_uncertainty_score":0.009703755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03651210423375398,"score_gpt":0.3092032931450535,"score_spread":0.2726911889112995,"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."}}