{"id":"W3016633329","doi":"10.1016/j.jvir.2019.12.002","title":"Percutaneous Ultrasound Gastrostomy: First-in-Human Experience with the PUMA-G System","year":2020,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Robert H. Lurie Comprehensive Cancer Center; Language Literacy and Culture, University of Maryland, Baltimore County","keywords":"Medicine; Fluoroscopy; Gastropexy; Percutaneous endoscopic gastrostomy; Gastrostomy; Percutaneous; Radiology; Ultrasound; Surgery; Endoscopy; Stomach; Internal medicine","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":[0.008561002,0.001644577,0.001195883,0.0009370173,0.002059069,0.002952917,0.002279254,0.002267255,0.008128591],"category_scores_gemma":[0.01006059,0.0005475602,0.001152406,0.0006294376,0.001813879,0.002505076,0.00289061,0.002915032,0.003832433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008911985,"about_ca_system_score_gemma":0.001967668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426028,"about_ca_topic_score_gemma":0.002455247,"domain_scores_codex":[0.996174,0.002045589,0.0001995701,0.0004944696,0.0004533561,0.0006328537],"domain_scores_gemma":[0.9929571,0.001518611,0.0003108042,0.0009457885,0.000935154,0.003332528],"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":[0.008054255,0.05374756,0.1643494,0.001577991,0.0006217047,0.01550711,0.03417713,0.003153582,0.02614488,0.002804514,0.01988474,0.6699771],"study_design_scores_gemma":[0.002072637,0.2563798,0.2441756,0.002353841,0.001139794,0.1268271,0.04004199,0.01661789,0.07885958,0.006103776,0.2239336,0.001494564],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567366,0.00572177,0.02321411,0.00170966,0.0003981542,0.0006319599,0.000317192,0.0006258979,0.01064466],"genre_scores_gemma":[0.9421597,0.007687292,0.03529635,0.002003904,0.0004064117,0.0003365819,0.0007362759,0.0004519664,0.01092152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008561002,"threshold_uncertainty_score":0.04527545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724151323950823,"score_gpt":0.2796060862295611,"score_spread":0.2623645729900528,"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."}}