{"id":"W2029930961","doi":"10.1002/lite.200800037","title":"Analytical implications of routine clinical testing for omega‐3 fatty acid biomarkers","year":2008,"lang":"en","type":"article","venue":"Lipid Technology","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Fatty acid; Disease; Omega 3 fatty acid; Medicine; Biochemistry; Environmental health; Chemistry; Docosahexaenoic acid; Internal medicine; Polyunsaturated fatty acid","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":[0.000563758,0.0001282905,0.0004002358,0.0004255743,0.0002783375,0.000005346861,0.0003961665,0.000389739,0.00001693949],"category_scores_gemma":[0.004234297,0.0001198457,0.000130739,0.001115989,0.0009308035,0.00005261242,0.0001110073,0.0004210037,0.00002710616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006439425,"about_ca_system_score_gemma":0.0001242501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000327679,"about_ca_topic_score_gemma":0.00002486806,"domain_scores_codex":[0.99813,0.00006507912,0.0006799689,0.0003827853,0.0001362245,0.0006059106],"domain_scores_gemma":[0.9981348,0.0006943222,0.0001761489,0.0005717268,0.0002696893,0.0001532918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003438028,0.0003619321,0.8749322,0.00008937911,0.00006941727,0.00000311866,0.0000285427,0.000001262817,0.03569893,0.00607936,0.008134813,0.07425727],"study_design_scores_gemma":[0.005057084,0.005395655,0.7944903,0.0001094893,0.00009635872,0.0003093505,0.0002248757,0.005506064,0.1620665,0.01093496,0.01529798,0.0005113885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327809,0.000180328,0.01174056,0.05199713,0.000442938,0.0008138739,0.00007330964,0.0005075721,0.001463352],"genre_scores_gemma":[0.9317479,0.00002203742,0.06764226,0.0002588129,0.000203505,0.0000651497,0.00001917002,0.00002246213,0.00001871601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1263675,"threshold_uncertainty_score":0.5069155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081813030949666,"score_gpt":0.4042006744324563,"score_spread":0.2960193713374897,"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."}}