{"id":"W2944512681","doi":"10.1016/j.cgh.2019.04.072","title":"Transhepatic PEG Tube Placement","year":2019,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery; Percutaneous endoscopic gastrostomy; Pneumoperitoneum; Aspiration pneumonia; Tube (container); PEG ratio; Feeding tube; Chest tube; Hematoma; Radiology; Pneumonia; Laparoscopy","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":[0.000196514,0.0003130665,0.0002266177,0.0005305057,0.001157984,0.0005099385,0.0002984446,0.0005999525,0.02507583],"category_scores_gemma":[0.001390618,0.00008691778,0.0005164923,0.0003302963,0.000324119,0.0006522969,0.0008676159,0.001237686,0.00421537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004952812,"about_ca_system_score_gemma":0.001503965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005526043,"about_ca_topic_score_gemma":0.001280182,"domain_scores_codex":[0.9998102,0.00002207378,0.00001933616,0.0000367692,0.0000448739,0.00006677915],"domain_scores_gemma":[0.9993968,0.00005776049,0.00004824643,0.00004407659,0.00006313492,0.0003900192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001010574,0.001880664,0.1025101,0.000559408,0.0000837184,0.1211556,0.001594773,0.0006274103,0.0132954,0.006992484,0.07778849,0.6725014],"study_design_scores_gemma":[0.000332065,0.004055342,0.1485067,0.001091048,0.0001225617,0.4117654,0.002250207,0.001727997,0.01386038,0.007119479,0.4090187,0.0001501316],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4671493,0.008808219,0.0163171,0.02645827,0.005634141,0.0006075475,0.0005204664,0.001100296,0.4734045],"genre_scores_gemma":[0.883102,0.004565964,0.009379311,0.009122849,0.001363668,0.0001788604,0.0005274587,0.0001221952,0.09163766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02507583,"threshold_uncertainty_score":0.08388698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289020532113239,"score_gpt":0.3317307641282112,"score_spread":0.3028287109168873,"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."}}