{"id":"W4309307125","doi":"10.3390/curroncol29110686","title":"Pancreatic Tumorigenesis: Precursors, Genetic Risk Factors and Screening","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pancreatic cancer; Guideline; Modalities; Carcinogenesis; Population; Bioinformatics; Cancer; Oncology; Internal medicine; Intensive care medicine; Pathology","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":[0.0004098944,0.0006639317,0.0009895132,0.002047562,0.000231067,0.0008580192,0.0005331801,0.0007131752,0.002992302],"category_scores_gemma":[0.001142393,0.0002276091,0.0007220821,0.001760993,0.000306402,0.0008712669,0.0004596972,0.001373302,0.001138184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005864925,"about_ca_system_score_gemma":0.001169793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357604,"about_ca_topic_score_gemma":0.001900545,"domain_scores_codex":[0.9998013,0.00004145078,0.00003585488,0.00003626694,0.00006578007,0.00001927944],"domain_scores_gemma":[0.9996393,0.0002050467,0.00004554762,0.000009915774,0.00008185321,0.00001841231],"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":[0.00009209867,0.00006032713,0.0009529743,0.02985339,0.0002071054,0.0004596549,0.00008795394,0.0003467503,0.001008257,0.002775488,0.03301105,0.9311449],"study_design_scores_gemma":[0.00001547739,0.0001017161,0.00303605,0.01471808,0.0003751738,0.004133801,0.00009595141,0.0001033418,0.000571133,0.002620252,0.9742027,0.00002630546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001419593,0.9985014,0.0001003475,0.0003161513,0.000153058,0.000003839671,0.00003316751,0.000006758101,0.0007433437],"genre_scores_gemma":[0.0006255534,0.998747,0.0001130023,0.0001332758,0.00009852592,0.000004007924,0.0000432089,0.000001057549,0.0002343433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002992302,"threshold_uncertainty_score":0.01001024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.279770221863427,"score_gpt":0.4796937446039655,"score_spread":0.1999235227405384,"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."}}