{"id":"W3178193526","doi":"10.1007/s00261-021-03200-x","title":"Percutaneous ultrasound gastrostomy (PUG): first prospective clinical trial","year":2021,"lang":"en","type":"article","venue":"Abdominal Radiology","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Sedation; Adverse effect; Gastrostomy; Percutaneous endoscopic gastrostomy; Surgery; Percutaneous; Clinical endpoint; Internal medicine; Randomized controlled trial","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":[0.004084809,0.001095666,0.002155184,0.0003306176,0.0004238084,0.001552931,0.0006162593,0.002529899,0.007658268],"category_scores_gemma":[0.00545376,0.0004784906,0.00145992,0.0004009968,0.0009997598,0.0009807457,0.0004383969,0.002073949,0.0007038504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000402387,"about_ca_system_score_gemma":0.0009023753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001751714,"about_ca_topic_score_gemma":0.0004136456,"domain_scores_codex":[0.9981734,0.001216906,0.00008924658,0.0002573536,0.0001169222,0.000146171],"domain_scores_gemma":[0.9972235,0.001091435,0.000797798,0.0002490614,0.0001356846,0.0005025559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9507735,0.004528104,0.004778546,0.003625248,0.003813486,0.0001698266,0.00007429939,0.0003124594,0.002560562,0.0004666108,0.00293926,0.02595809],"study_design_scores_gemma":[0.8401267,0.1387706,0.008553565,0.0003002233,0.004051587,0.0002684518,0.0000409906,0.0007987144,0.001349424,0.000436658,0.005268495,0.00003456138],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452263,0.03169748,0.002877407,0.003358731,0.001608398,0.008010191,0.002502234,0.0002016874,0.004517542],"genre_scores_gemma":[0.9848971,0.00419207,0.002097251,0.001770847,0.001084788,0.002816138,0.0007240232,0.00002096091,0.002396857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007658268,"threshold_uncertainty_score":0.02561945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122254126213585,"score_gpt":0.3458110115641322,"score_spread":0.3145884703019963,"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."}}