{"id":"W2805294500","doi":"10.1097/mog.0000000000000453","title":"Current role of endoscopic pancreatoscopy","year":2018,"lang":"en","type":"article","venue":"Current Opinion in Gastroenterology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Current (fluid); Medicine; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001197943,0.000194254,0.0005040581,0.0002548985,0.00003284787,0.000002449199,0.000102921,0.00007793775,0.0001695981],"category_scores_gemma":[0.00004276204,0.0001675205,0.00009572636,0.0001273671,0.0003577599,0.0000447058,0.00006909548,0.0002365103,0.00007141886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006424418,"about_ca_system_score_gemma":0.00005873926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000113449,"about_ca_topic_score_gemma":0.000009716658,"domain_scores_codex":[0.9985541,0.0001365888,0.0004269133,0.0003463822,0.0001294336,0.0004066119],"domain_scores_gemma":[0.9993066,0.00003254954,0.0001416221,0.000323108,0.00008453671,0.0001116021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005138244,0.0007517736,0.9886734,0.0001233005,0.00003648895,0.000002136451,0.0001770913,3.372182e-7,0.0006692968,0.0007619027,0.0003158748,0.007974543],"study_design_scores_gemma":[0.004208404,0.003105286,0.9804842,0.000644456,0.00005461232,0.00006506254,0.0000359949,0.00005460635,0.001575214,0.000444047,0.009264111,0.00006392995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988399,0.006715337,0.0003246437,0.0001282332,0.003682452,0.0003517595,0.00002715648,0.00003330032,0.0003380618],"genre_scores_gemma":[0.9975749,0.001379667,0.0003522864,0.00002962322,0.000465738,0.00008495109,0.00009263997,0.00001337549,0.000006862704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009175801,"threshold_uncertainty_score":0.6831289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02833304574691884,"score_gpt":0.3424609433126775,"score_spread":0.3141278975657587,"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."}}