{"id":"W3006733315","doi":"10.1002/047167849x.bio111","title":"Calorie‐Reduced Lipids and Health","year":2020,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Calorie; Obesity; Disease; Diabetes mellitus; Calorie restriction; Medicine; Environmental health; Blood lipids; Low calorie diet; Physiology; Endocrinology; Bioinformatics; Biology; Internal medicine; Cholesterol; Weight loss","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":[0.0005462485,0.0005048356,0.0009230679,0.0002920598,0.0002881429,0.0001588095,0.0002345711,0.0007589604,0.0003202832],"category_scores_gemma":[0.0005416243,0.0004480382,0.00005358621,0.0004698639,0.000297647,0.00008955305,0.0001820614,0.001502232,0.00009061601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119768,"about_ca_system_score_gemma":0.0005786116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002957469,"about_ca_topic_score_gemma":0.0002819026,"domain_scores_codex":[0.9966617,0.0002905188,0.0004731205,0.001136628,0.0005206406,0.0009173477],"domain_scores_gemma":[0.9982255,0.00005295944,0.000301227,0.0004646821,0.00005183101,0.0009037678],"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":[0.0002727388,0.00004744353,0.00008959078,0.0007427156,0.0000382187,0.00001195588,0.0002686447,4.129868e-8,0.0002784189,0.00008185008,0.7276867,0.2704816],"study_design_scores_gemma":[0.002258059,0.0009030462,0.0001192923,0.0007639857,0.00003327844,0.00001367183,0.0001131145,0.000002665113,0.001041449,0.00003473893,0.9942712,0.0004454988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002518114,0.05928335,0.000008549196,0.5543602,0.02840888,0.00297122,0.001237998,0.001667448,0.3495443],"genre_scores_gemma":[0.007659772,0.02698349,0.003590435,0.01153755,0.1162398,0.0002122831,0.001211342,0.002382384,0.8301829],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5428226,"threshold_uncertainty_score":0.9997972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09874479417701974,"score_gpt":0.3227020666727438,"score_spread":0.2239572724957241,"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."}}