{"id":"W2037629093","doi":"10.1053/j.sempedsurg.2009.02.005","title":"Attention to small details: big deal for gastrostomies","year":2009,"lang":"en","type":"article","venue":"Seminars in Pediatric Surgery","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Stollery Children's Hospital; McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Percutaneous endoscopic gastrostomy; Enteral administration; Gastrostomy; PEG ratio; Surgery; Endoscopy; Gastrostomy tube; Intensive care medicine; Parenteral nutrition","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007843322,0.0001602458,0.0003630555,0.000542353,0.00006309439,0.00002693143,0.0001137683,0.000135427,0.000008331937],"category_scores_gemma":[0.0008190833,0.0001750181,0.0002460648,0.0004055583,0.00002528406,0.00005228342,0.00002253037,0.0001623646,0.00002133457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007352822,"about_ca_system_score_gemma":0.000009468944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006756915,"about_ca_topic_score_gemma":0.00007813004,"domain_scores_codex":[0.9982622,0.0001048662,0.000595097,0.0003628207,0.0001276183,0.0005474109],"domain_scores_gemma":[0.9980869,0.001391779,0.0001199334,0.0001817384,0.00006445234,0.0001552467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001395127,0.0003334092,0.758258,0.00003810962,0.000003221879,0.00001527136,0.0000544296,0.00001284653,0.0004108224,0.000002561578,0.1340078,0.1054684],"study_design_scores_gemma":[0.001357942,0.0009155925,0.9859012,0.0001022668,0.00006858068,0.00002337691,0.0000930017,0.00004917579,0.0002550374,0.0008864611,0.01007787,0.0002694414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774197,0.0002650259,0.0005035608,0.01952591,0.001849957,0.0003167147,0.0000174464,0.00007793499,0.00002374986],"genre_scores_gemma":[0.9832064,0.0002106083,0.00284085,0.01191811,0.001644156,0.0000544579,0.00005311577,0.00002086978,0.0000514575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2276432,"threshold_uncertainty_score":0.713703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519414696402794,"score_gpt":0.2943934976667741,"score_spread":0.2591993507027461,"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."}}