{"id":"W2016443696","doi":"10.1016/j.jpedsurg.2015.02.021","title":"A systematic review and meta-analysis of gastrostomy insertion techniques in children","year":2015,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"Faculty of Medicine, McGill University","keywords":"Medicine; Percutaneous endoscopic gastrostomy; Meta-analysis; Gastrostomy; Enteral administration; Surgery; Laparoscopy; Complication; PEG ratio; Parenteral nutrition; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005912231,0.0003017371,0.013579,0.002750198,0.00001222118,0.00001562049,0.0001927081,0.0002312043,0.00002951393],"category_scores_gemma":[0.001915642,0.0001974448,0.004712532,0.001620729,0.00004003332,0.0001090649,0.00004122146,0.0005328793,0.000001163786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009072958,"about_ca_system_score_gemma":0.00005409714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008000942,"about_ca_topic_score_gemma":0.000003356903,"domain_scores_codex":[0.9929025,0.001765458,0.004530596,0.0002049352,0.0004004337,0.0001961112],"domain_scores_gemma":[0.9920171,0.001597956,0.005627544,0.0002775735,0.0003364404,0.0001433196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004874052,0.0004295467,0.005393139,0.8828447,0.07696474,0.00002649036,0.000009965144,2.303687e-7,2.965828e-8,2.354199e-7,0.02996915,0.004313],"study_design_scores_gemma":[0.00009124439,0.0001179136,0.000161824,0.01487589,0.9812258,0.0001916898,0.000001869336,1.710014e-7,5.118626e-8,0.000006889634,0.003213371,0.0001132937],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001562595,0.9983355,0.000008064142,0.0005929727,0.0001025906,0.0007359688,0.00005942526,0.000008272972,9.787735e-7],"genre_scores_gemma":[0.00004961252,0.9986203,0.0001442929,0.0008223049,0.000272576,0.00003730717,0.00002954091,0.00002157019,0.000002505075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9042611,"threshold_uncertainty_score":0.928233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09940913011952103,"score_gpt":0.3795005402888135,"score_spread":0.2800914101692925,"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."}}