{"id":"W2894268321","doi":"10.1097/sla.0000000000003048","title":"Surgical Transgastric Necrosectomy for Necrotizing Pancreatitis","year":2018,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pancreatitis; Necrotizing pancreatitis; Surgery; Acute pancreatitis; Retrospective cohort study; Stage (stratigraphy)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004839224,0.0002697938,0.0003180311,0.000659492,0.0003053725,0.0003967476,0.0001740634,0.0002054489,0.001796312],"category_scores_gemma":[0.001440664,0.00009356675,0.0003673436,0.0005461018,0.0005025297,0.0002963219,0.0003066653,0.0002591429,0.0002819507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943673,"about_ca_system_score_gemma":0.0006440719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001882289,"about_ca_topic_score_gemma":0.0004815274,"domain_scores_codex":[0.9997149,0.00008227539,0.00004629717,0.0000373817,0.00005819828,0.0000610277],"domain_scores_gemma":[0.9987947,0.000283477,0.0005816831,0.00003950525,0.00005892022,0.0002417165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0007566258,0.0001004792,0.9493316,0.000257811,0.0001297999,0.01126866,0.0001033981,0.000228054,0.004034524,0.00008245456,0.0002529808,0.03345368],"study_design_scores_gemma":[0.0001118992,0.004096548,0.7669998,0.0003321481,0.0001321425,0.2216657,0.0009766668,0.0006854639,0.002649548,0.000194935,0.002136259,0.00001886072],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940257,0.004426467,0.0005606251,0.0000893936,0.0000285136,0.00002413364,0.00004574386,0.00001496859,0.0007844911],"genre_scores_gemma":[0.9974666,0.001817208,0.0004167513,0.00005351904,0.0000510249,0.000009932445,0.00008765432,0.000002935309,0.00009447029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001796312,"threshold_uncertainty_score":0.006009221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2144801709752683,"score_gpt":0.3759667006382106,"score_spread":0.1614865296629423,"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."}}