{"id":"W2799282615","doi":"10.1002/jpen.1163","title":"Nutrition Therapy in Australia and New Zealand Intensive Care Units: An International Comparison Study","year":2018,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"National Health and Medical Research Council","keywords":"Medicine; Parenteral nutrition; Intensive care; Internal medicine; Medical prescription; Intensive care unit; Clinical trial; Clinical Practice; Pediatrics; Intensive care medicine; Family medicine; Nursing","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":[0.0001413603,0.0001747092,0.0003833512,0.0003251279,0.00006319065,0.0001189181,0.0001343631,0.00008475029,0.00003829056],"category_scores_gemma":[0.00005808877,0.0001521402,0.00006041145,0.0001254071,0.0001136046,0.0006055145,0.00003391596,0.0003253118,0.000001502516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006464838,"about_ca_system_score_gemma":0.00000394867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003814409,"about_ca_topic_score_gemma":0.0009303844,"domain_scores_codex":[0.998401,0.0002164393,0.0007366667,0.0002300824,0.0002054163,0.0002104003],"domain_scores_gemma":[0.9985955,0.00004227814,0.0002812901,0.0000858835,0.0007911258,0.0002038778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01281281,0.002293884,0.9460694,0.00004441778,0.00006444036,0.00004443848,0.01113569,0.00000119014,0.001726567,0.000003674714,0.0179853,0.00781825],"study_design_scores_gemma":[0.04552614,0.0384832,0.8601084,0.001392578,0.00006925224,0.0005215107,0.02566791,0.000210916,0.0006866963,0.001059503,0.0259812,0.0002927355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883149,0.0002067758,0.00001597241,0.009626212,0.001470181,0.0003264033,0.0000259461,0.00001175615,0.00000190254],"genre_scores_gemma":[0.9961858,0.0002691325,0.0001759174,0.001990926,0.001280525,0.000007011776,0.00007024855,0.00001084602,0.000009547038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08596098,"threshold_uncertainty_score":0.6204098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020534038425251,"score_gpt":0.3980699067119692,"score_spread":0.2960165028694441,"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."}}