{"id":"W3199229596","doi":"10.1002/ncp.10764","title":"Safety and impact of peripheral parenteral nutrition on nutrient delivery in patients with nutrition risk: A prospective observational study","year":2021,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta; McGill University","funders":"","keywords":"Medicine; Micronutrient; Observational study; Parenteral nutrition; Malnutrition; Prospective cohort study; Refeeding syndrome; Comorbidity; Internal medicine; Intensive care medicine; Pediatrics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001357459,0.0003051615,0.0008158584,0.0002652307,0.0001174031,0.00006105728,0.0001224506,0.0002798265,0.00006296863],"category_scores_gemma":[0.004284784,0.000293834,0.0002447673,0.0006766593,0.0002247966,0.000774859,0.00006726335,0.00123973,0.000004139781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004823254,"about_ca_system_score_gemma":0.0000414073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001927783,"about_ca_topic_score_gemma":0.0004008541,"domain_scores_codex":[0.9937029,0.002414305,0.002011426,0.000867533,0.000615683,0.0003881246],"domain_scores_gemma":[0.9937128,0.003940333,0.000801528,0.0003460624,0.00102402,0.000175252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06400928,0.09242017,0.8411471,0.000120181,0.00009123207,0.00004604337,0.0001857146,0.00003857122,0.000008077554,0.00003702896,0.0007583479,0.00113821],"study_design_scores_gemma":[0.06153297,0.01654641,0.9175877,0.0008469974,0.0001025454,0.00001336292,0.001223752,0.0002218977,0.0000158634,0.0008427708,0.0008498039,0.0002159291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900187,0.0001681957,0.00005729416,0.006494747,0.0003762193,0.002522628,0.000296117,0.00003432995,0.00003178705],"genre_scores_gemma":[0.9944392,0.0007643258,0.002095767,0.001744588,0.0002378653,0.0002746762,0.0004123868,0.00002930219,0.000001832941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07644055,"threshold_uncertainty_score":0.9999514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06009589143602587,"score_gpt":0.4059331571452657,"score_spread":0.3458372657092398,"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."}}