{"id":"W4402533755","doi":"10.1016/j.gie.2024.09.005","title":"EUS-guided transgastric drainage of pancreaticopleural fistula","year":2024,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Radiology; Fistula; General surgery","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":[0.0001950885,0.0002429959,0.0004713751,0.0002062525,0.00004973033,0.00001549655,0.00008523881,0.00004375452,0.0003463441],"category_scores_gemma":[0.0002529028,0.0001993702,0.000211606,0.0003374231,0.0002030735,0.00007246648,0.00002244641,0.0002397135,0.0001332332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008165475,"about_ca_system_score_gemma":0.0001745419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007493138,"about_ca_topic_score_gemma":0.000004497578,"domain_scores_codex":[0.9985707,0.00008242333,0.0003895212,0.0003537266,0.0002264068,0.0003771762],"domain_scores_gemma":[0.9991295,0.0002946642,0.00005710328,0.0002836133,0.00007141042,0.0001636561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001601813,0.0009719348,0.3045165,0.001772103,0.0004622982,0.01907236,0.0007364578,0.00003709357,0.6459535,0.01273672,0.00452122,0.00761794],"study_design_scores_gemma":[0.01323827,0.01354168,0.5942876,0.01068057,0.003471314,0.2892213,0.0005122065,0.003184409,0.0649866,0.003828839,0.002177453,0.0008698649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422275,0.001608868,0.01814886,0.0008846534,0.0001968743,0.000544783,0.0001018933,0.0003509935,0.03593552],"genre_scores_gemma":[0.9228935,0.0000290348,0.07524285,0.00007585096,0.0001043952,0.00004098552,0.00006868868,0.00003167215,0.001513076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5809669,"threshold_uncertainty_score":0.813008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380432909098163,"score_gpt":0.3015470377780081,"score_spread":0.2777427086870264,"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."}}