{"id":"W4412522880","doi":"10.1002/ncp.11353","title":"Fish oil intravenous fat emulsion monotherapy and essential fatty acid requirements","year":2025,"lang":"en","type":"letter","venue":"Nutrition in Clinical Practice","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Fish oil; Fat emulsion; Emulsion; Lipid emulsion; Fish <Actinopterygii>; Food science; Parenteral nutrition; Surgery; Fishery; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002249736,0.0003846847,0.0008124203,0.0003863706,0.0003024328,0.000262892,0.000395774,0.00201884,0.000164941],"category_scores_gemma":[0.006840122,0.0004046366,0.0002098975,0.0003760014,0.000296817,0.000688165,0.0001361457,0.007174094,0.00007411399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002920691,"about_ca_system_score_gemma":0.0001040505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004015327,"about_ca_topic_score_gemma":0.000108586,"domain_scores_codex":[0.9928575,0.002570456,0.00169842,0.001055558,0.000973042,0.0008450787],"domain_scores_gemma":[0.9920864,0.006072898,0.0006619071,0.0006176095,0.0003607562,0.0002004034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00383387,0.001467116,0.0001159587,0.002105199,0.00009943016,0.0004287455,0.00009103874,2.531808e-7,0.0004044868,0.00001124688,0.9158011,0.07564153],"study_design_scores_gemma":[0.006169382,0.001010363,0.0003996428,0.001923216,0.0001300732,0.0000327109,0.00009336251,0.00007057899,0.001396546,0.00122202,0.9871578,0.0003943317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001117696,0.001456453,0.0003770199,0.9901552,0.003560812,0.0007501399,0.0001389374,0.00009946027,0.002344282],"genre_scores_gemma":[0.001766857,0.02626009,0.0100657,0.9515079,0.00918263,0.0001697382,0.0007129634,0.00007466592,0.0002594465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0752472,"threshold_uncertainty_score":0.9998406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07845125557119083,"score_gpt":0.4451036433130832,"score_spread":0.3666523877418924,"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."}}