{"id":"W4395033747","doi":"10.1055/s-0044-1783762","title":"EUS-guided transgastric drainage of pancreaticopleural fistulas- single center experience","year":2024,"lang":"en","type":"article","venue":"Endoscopy","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Drainage; Center (category theory); Surgery; Radiology","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":[0.00006018053,0.000155796,0.0003178176,0.0001151562,0.00004026715,0.00001185941,0.00006271475,0.00006488276,0.0004307397],"category_scores_gemma":[0.0000450131,0.0001241498,0.0001235387,0.0002233729,0.0001348632,0.00007694204,0.00001553422,0.0001147664,0.00008592164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006755431,"about_ca_system_score_gemma":0.00005054554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000414672,"about_ca_topic_score_gemma":0.000004479474,"domain_scores_codex":[0.9990277,0.00004556126,0.0002504705,0.0002700935,0.0001607641,0.0002454398],"domain_scores_gemma":[0.9995229,0.00008515198,0.00003100964,0.0002447406,0.00002678789,0.00008942514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006328544,0.002136263,0.4651116,0.001008887,0.0006873211,0.007172104,0.01616517,0.000005771671,0.4852686,0.005807778,0.004692754,0.01131099],"study_design_scores_gemma":[0.00914138,0.003479368,0.1544968,0.001981021,0.0009315982,0.001981891,0.0009784657,0.000384749,0.8073807,0.0008025261,0.01791046,0.0005310833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714042,0.001922911,0.0007441646,0.0002909325,0.0003064696,0.0002676194,0.00004425932,0.0001239441,0.02489553],"genre_scores_gemma":[0.9945696,0.00007762029,0.003222145,0.0001179451,0.00007526428,0.00005528272,0.00004867337,0.00002056066,0.001812896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3221121,"threshold_uncertainty_score":0.5062684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252805824555942,"score_gpt":0.3183760307128746,"score_spread":0.2858479724673152,"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."}}