{"id":"W4391280566","doi":"10.34172/mejdd.2023.351","title":"Opium Effects on Pancreatobiliary System in Opium Abusers Evaluated by Endoscopic Ultrasonography","year":2023,"lang":"en","type":"article","venue":"Middle East Journal of Digestive Diseases","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Opium; Medicine; Common bile duct; Ampulla of Vater; Gallbladder; Addiction; Internal medicine; Gastroenterology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002239197,0.000294871,0.0007234086,0.0005755043,0.00008771828,0.0000176925,0.0001255391,0.0001067151,0.00001568358],"category_scores_gemma":[0.0003569144,0.0002290797,0.0002920717,0.0006704869,0.0001209574,0.0001271838,0.000018929,0.0002816965,0.00008880061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331981,"about_ca_system_score_gemma":0.0001919493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001982427,"about_ca_topic_score_gemma":0.000001969591,"domain_scores_codex":[0.9980674,0.0003249436,0.0004644406,0.0002920657,0.0004410956,0.0004099943],"domain_scores_gemma":[0.9985248,0.000446387,0.0002456717,0.0002309683,0.0001730107,0.0003791214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001064936,0.0007235007,0.9899247,0.0003609992,0.0004252583,0.004284867,0.0002948743,0.00008298941,0.001127994,0.00004143454,0.0006791418,0.0009892964],"study_design_scores_gemma":[0.005931441,0.001911762,0.9828336,0.003973179,0.0007054418,0.000220028,0.0009252592,0.00004388686,0.003221571,0.00002197129,0.0000615665,0.0001502679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916161,0.006340377,0.00001488637,0.0001615919,0.0004287182,0.0005513335,0.0001586264,0.00008803859,0.0006403538],"genre_scores_gemma":[0.9990001,0.000349624,0.00003634113,0.0001197621,0.0001489647,0.00007293608,0.0001216615,0.00003161866,0.0001190385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007383979,"threshold_uncertainty_score":0.9341601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822955874545008,"score_gpt":0.2629964787429687,"score_spread":0.2447669199975187,"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."}}