{"id":"W4297148767","doi":"10.3390/curroncol29100541","title":"The Role of Immunotherapy in Pancreatic Cancer","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunotherapy; Pancreatic cancer; Clinical trial; Cancer; Immune system; Oncology; Adenocarcinoma; Cancer immunotherapy; Internal medicine; Cancer research; Immunology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001016269,0.000256666,0.002844208,0.0002518292,0.0001109331,0.00000448845,0.0003860414,0.00025877,0.001790928],"category_scores_gemma":[0.0002547427,0.0001547142,0.0003752815,0.0004713384,0.0003289548,0.00001349518,0.0001537608,0.001253521,0.00002761177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201839,"about_ca_system_score_gemma":0.003879778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001562591,"about_ca_topic_score_gemma":0.00008729125,"domain_scores_codex":[0.9971886,0.0008655297,0.0008932412,0.0003018472,0.0003055399,0.0004452151],"domain_scores_gemma":[0.9966919,0.00222754,0.0004449683,0.0004962693,0.00005656497,0.00008274052],"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":[0.0001140168,0.000428725,0.008478953,0.00323558,0.0003258237,0.00001853558,0.0001556131,4.469538e-8,6.816916e-7,0.0002947849,0.0004689852,0.9864783],"study_design_scores_gemma":[0.0008860738,0.0005396301,0.0004060131,0.003408509,0.0008382339,0.00006422474,0.0001488779,0.00001947453,2.222264e-7,0.0001948044,0.9933802,0.0001136884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002938133,0.9899793,0.000001078854,0.00009538934,0.0006327492,0.001550693,0.00002866577,0.00001239761,0.007405956],"genre_scores_gemma":[0.00001572757,0.9967868,0.00002429025,0.00001583812,0.0001873902,0.002330648,0.00006055173,0.00003666724,0.0005421295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9929113,"threshold_uncertainty_score":0.9991215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2224902483497355,"score_gpt":0.5249869441044387,"score_spread":0.3024966957547032,"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."}}