{"id":"W133319509","doi":"10.14264/282140","title":"The impact of arachidonic acid supplements and dietary fat on blood glucose control","year":2005,"lang":"en","type":"dissertation","venue":"The University of Queensland","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internal medicine; Endocrinology; Medicine; Adiponectin; Arachidonic acid; Diabetes mellitus; Polyunsaturated fatty acid; Population; Insulin resistance; Type 2 diabetes; Fatty acid; Biology; Biochemistry; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006127117,0.000240255,0.0002479493,0.000203139,0.0002779605,0.0005368738,0.0002118684,0.000314698,0.002351641],"category_scores_gemma":[0.001400318,0.0000631455,0.0002688755,0.0003087481,0.0002434461,0.0001408973,0.0002187012,0.0003630178,0.000162656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247802,"about_ca_system_score_gemma":0.001500759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03719669,"about_ca_topic_score_gemma":0.04972149,"domain_scores_codex":[0.9996504,0.00012722,0.0000206332,0.00002734278,0.0001168926,0.00005759206],"domain_scores_gemma":[0.9992644,0.0002702734,0.0001641954,0.00003408844,0.0001302657,0.0001367877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09781483,0.006803677,0.3140519,0.003097171,0.002859393,0.0007578545,0.0004553548,0.0008803424,0.02324226,0.0006258648,0.00335303,0.5460583],"study_design_scores_gemma":[0.001188812,0.01703308,0.959327,0.0004478724,0.001633013,0.0002976058,0.0003241055,0.0005391717,0.006334804,0.0003200963,0.01253361,0.00002080944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602337,0.03348154,0.000130617,0.0008448238,0.0001045751,0.00007121253,0.0004087012,0.00001020973,0.00471458],"genre_scores_gemma":[0.9800388,0.014708,0.0006264682,0.0004454381,0.0001194985,0.00004191283,0.0003416291,0.000005423197,0.00367295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03719669,"threshold_uncertainty_score":0.07396036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134523090778717,"score_gpt":0.2876228969693718,"score_spread":0.2741705878915001,"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."}}