{"id":"W3158991642","doi":"10.3390/md19050259","title":"Shrimp Oil Extracted from Shrimp Processing By-Product Is a Rich Source of Omega-3 Fatty Acids and Astaxanthin-Esters, and Reveals Potential Anti-Adipogenic Effects in 3T3-L1 Adipocytes","year":2021,"lang":"en","type":"article","venue":"Marine Drugs","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Ocean Frontier Institute","keywords":"Adipogenesis; Lipogenesis; Shrimp; Astaxanthin; Polyunsaturated fatty acid; Biology; Fish oil; Biochemistry; Chemistry; Food science; Adipose tissue; Fatty acid; Fishery","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0006639231,0.0003666701,0.0007605731,0.0002670036,0.0002456645,0.000208394,0.0002263116,0.0001865165,0.00009286819],"category_scores_gemma":[0.0004987461,0.0003629808,0.000079356,0.0006623982,0.0002405374,0.0003853017,0.0004448941,0.0006815571,0.000007008905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050027,"about_ca_system_score_gemma":0.00017556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00295725,"about_ca_topic_score_gemma":0.0002788937,"domain_scores_codex":[0.9966596,0.0004243613,0.0006242698,0.0009141274,0.0005430539,0.0008346026],"domain_scores_gemma":[0.9984654,0.0002922679,0.0002506775,0.000474565,0.0001706969,0.0003464209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005468056,0.0003167476,0.2109608,0.002106247,0.00006834929,0.00009721806,0.003372655,0.00000417206,0.5238197,0.000002652786,0.0008367883,0.2578679],"study_design_scores_gemma":[0.0045256,0.0002652918,0.5235997,0.000837779,0.0001369536,0.00008976232,0.0006272324,0.001230012,0.4666103,0.0002874791,0.001225849,0.000564133],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864528,0.01018743,0.0001069832,0.002427283,0.000203189,0.0002965943,0.0000694351,0.00006568318,0.0001905778],"genre_scores_gemma":[0.9958026,0.000485359,0.002439657,0.0004954251,0.0001857843,0.00001918392,0.0001585525,0.00006429874,0.0003491015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3126388,"threshold_uncertainty_score":0.9998822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007761639911022425,"score_gpt":0.2577349622843307,"score_spread":0.2499733223733083,"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."}}