{"id":"W3212568197","doi":"10.1016/j.pedn.2021.10.018","title":"Evaluation of methods used to verify nasogastric feeding tube placement in hospitalized infants and children – A follow-up study","year":2021,"lang":"en","type":"article","venue":"Journal of Pediatric Nursing","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Health Canada","funders":"","keywords":"Parenteral nutrition; Feeding tube; Enteral administration; Medicine; Neonatal intensive care unit; Clinical Practice; Pediatrics; Family medicine; Nursing; Intensive care medicine; Surgery","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":[0.004914543,0.0001460212,0.0005626797,0.0006548653,0.00005386994,0.00003864319,0.0001154536,0.00008825978,0.00003152464],"category_scores_gemma":[0.002389134,0.0001459727,0.0001313614,0.0007831546,0.0000273266,0.0001609547,0.00004190483,0.0003332468,4.741368e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764585,"about_ca_system_score_gemma":0.00005719046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001048012,"about_ca_topic_score_gemma":0.00002005034,"domain_scores_codex":[0.996384,0.001274343,0.001107233,0.0002363656,0.0007345958,0.0002634168],"domain_scores_gemma":[0.9981985,0.0003399064,0.0005490005,0.0001373042,0.0006101368,0.0001651369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002095554,0.002061847,0.9388676,0.00001887879,0.0001220304,0.00001511101,0.004743011,0.0003168475,0.003021713,7.634977e-7,0.001845942,0.04689068],"study_design_scores_gemma":[0.02001229,0.003050511,0.9721514,0.0001764125,0.001256075,0.00009340607,0.002113832,0.0003493188,0.0004755684,0.0001840147,0.0000160544,0.0001211106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938089,0.0007567204,0.0005307425,0.002513611,0.001934813,0.0004328436,0.000003625871,0.000006327832,0.00001241052],"genre_scores_gemma":[0.9922271,0.00004328815,0.007055862,0.0001945265,0.0004559537,0.000004104399,0.000001966488,0.000015707,0.000001479851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04676957,"threshold_uncertainty_score":0.5952594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06421157681654949,"score_gpt":0.4252627305422453,"score_spread":0.3610511537256958,"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."}}