{"id":"W3007815509","doi":"10.1093/jcag/gwz047.143","title":"A144 A MULTIDISCIPLINARY TEAM APPROACH REDUCES PEG SITE COMPLICATIONS","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Population; PEG ratio; Adverse effect; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004734656,0.0001740048,0.0002311529,0.0003276218,0.0003567512,0.0003614836,0.0002597616,0.0002357134,0.005339198],"category_scores_gemma":[0.002751296,0.00008928759,0.0003961735,0.0001577603,0.00009629432,0.0003257751,0.001017055,0.0004417401,0.0003352801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000482642,"about_ca_system_score_gemma":0.001028807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492717,"about_ca_topic_score_gemma":0.00365215,"domain_scores_codex":[0.9994287,0.0002162448,0.00005031407,0.00008036387,0.0001248395,0.00009948374],"domain_scores_gemma":[0.9989346,0.0001150473,0.0002522641,0.00002624261,0.0001076745,0.0005642335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003085549,0.02688451,0.1910712,0.001181636,0.0004430283,0.0005321838,0.001136028,0.002035347,0.006055112,0.0003023093,0.02116125,0.7461118],"study_design_scores_gemma":[0.003285615,0.02868029,0.9350547,0.001209233,0.0004043438,0.001681222,0.002557093,0.007829202,0.002063653,0.0006642169,0.01651886,0.00005155457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866442,0.001295717,0.002239287,0.00183728,0.0002378432,0.0005721386,0.0001434324,0.0001273094,0.006902826],"genre_scores_gemma":[0.989576,0.0006734476,0.006697364,0.0005874737,0.0001391151,0.0003127396,0.00014934,0.00001080493,0.001853803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005339198,"threshold_uncertainty_score":0.01786143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03661469188118447,"score_gpt":0.3358085972308285,"score_spread":0.299193905349644,"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."}}