{"id":"W2157534102","doi":"10.6000/1927-7229.2012.01.01.18","title":"Precursor Lesions of Pancreatic Cancer: A Current Appraisal on Diagnosis","year":2012,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pancreatic Intraepithelial Neoplasia; Mucinous Tumor; Pancreatic cancer; Radiology; Malignancy; Endoscopic ultrasound; Pathological; Stage (stratigraphy); Pancreas; Cyst; Cancer; Pathology; Pancreatic ductal adenocarcinoma; Internal medicine","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":[0.007789494,0.0009807649,0.002216964,0.007974826,0.0007187997,0.003435094,0.001761203,0.002648631,0.003465246],"category_scores_gemma":[0.01684855,0.0006810238,0.001479941,0.005277975,0.003325183,0.007729465,0.001552692,0.004338071,0.001143539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003656138,"about_ca_system_score_gemma":0.003762258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004577154,"about_ca_topic_score_gemma":0.003905799,"domain_scores_codex":[0.9968728,0.0007833812,0.0007101072,0.0004861741,0.0009882725,0.0001592999],"domain_scores_gemma":[0.9707406,0.01920195,0.002109406,0.0005610972,0.006595928,0.0007911569],"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":[0.0004043989,0.00007199238,0.007178647,0.01690402,0.0001836609,0.0004517673,0.0003286696,0.0003802996,0.0004532717,0.008151581,0.04338903,0.9221026],"study_design_scores_gemma":[0.00007285796,0.0005022968,0.02672239,0.05159781,0.001126994,0.006867565,0.002107461,0.0008486139,0.0004616575,0.01872585,0.8908173,0.0001493284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003215151,0.9919985,0.0001975087,0.005937194,0.0007649758,0.000005503703,0.00003121554,0.000008364811,0.0007351826],"genre_scores_gemma":[0.003753799,0.9910139,0.0004004831,0.001684704,0.002911314,0.000009175536,0.00006764032,0.000004490852,0.0001544586],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007974826,"threshold_uncertainty_score":0.04119527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1028621888428576,"score_gpt":0.4783247654301317,"score_spread":0.3754625765872742,"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."}}