{"id":"W4213215100","doi":"10.1093/jcag/gwab049.113","title":"A114 QUALITY AND EFFICACY OF PERCUTANEOUS ENDOSCOPIC GASTROSTOMY: A RETROSPECTIVE CHART REVIEW STUDY","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Percutaneous endoscopic gastrostomy; Adverse effect; Gastrostomy; Surgery; Endoscopy; PEG ratio; Retrospective cohort study; Feeding tube; Medical record; 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":[0.002074023,0.0003045837,0.000638209,0.004444842,0.0008616589,0.0009663306,0.0006181885,0.0004018318,0.001980164],"category_scores_gemma":[0.00572869,0.0005042072,0.0005740443,0.006408884,0.0006389767,0.0008050565,0.000593885,0.0003879555,0.0002908519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002298277,"about_ca_system_score_gemma":0.002486392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03059096,"about_ca_topic_score_gemma":0.03295064,"domain_scores_codex":[0.9967325,0.0005847934,0.0007895702,0.0006519332,0.0009225747,0.0003187864],"domain_scores_gemma":[0.985702,0.002561776,0.008012232,0.0005000799,0.002436202,0.0007877752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004890995,0.00003341319,0.998099,0.0001126255,0.00003355612,0.0002316733,0.0002298759,0.00001210399,0.00006497354,0.00001113743,0.0001480101,0.0009747264],"study_design_scores_gemma":[0.00001123651,0.0001921946,0.9973065,0.00006643967,0.00005177372,0.0008581684,0.000863519,0.00007904683,0.00008725438,0.000005819908,0.0004692866,0.000008796459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949375,0.00178347,0.0001602172,0.00005766466,0.000009483039,0.0001936989,0.002090825,0.000007574604,0.0007595192],"genre_scores_gemma":[0.9972452,0.0007797392,0.0002076117,0.00006414053,0.00001720962,0.000130588,0.001433238,0.000003579042,0.0001187692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03059096,"threshold_uncertainty_score":0.06082577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212843237735421,"score_gpt":0.3088385570355991,"score_spread":0.2867101246582449,"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."}}