{"id":"W4402196463","doi":"10.1016/j.jad.2024.08.217","title":"Exposure to acrylamide and increased risk of depression mediated by inflammation, oxidative stress, and alkaline phosphatase: Evidence from a nationally representative population-based study","year":2024,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Oxidative stress; Depression (economics); Alkaline phosphatase; Acrylamide; Inflammation; Population; Medicine; Internal medicine; Endocrinology; Clinical psychology; Physiology; Environmental health; Chemistry; Biochemistry; Enzyme","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008626287,0.0004339476,0.0005720613,0.0006667449,0.0006542494,0.0009287344,0.0004603467,0.000982341,0.001151551],"category_scores_gemma":[0.001792745,0.0007090228,0.0009318211,0.00122512,0.0004212324,0.0004654005,0.0004172599,0.0008230162,0.0001913098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002360465,"about_ca_system_score_gemma":0.0003040394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441388,"about_ca_topic_score_gemma":0.01434128,"domain_scores_codex":[0.9993008,0.0003060316,0.00005882692,0.0001611909,0.00009430533,0.00007873338],"domain_scores_gemma":[0.998701,0.000253822,0.0005026831,0.0001518388,0.0002080374,0.0001826571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003297527,0.000138489,0.9974269,0.00002166715,0.0005363292,0.00005879393,0.00009645538,0.00001781615,0.0002907253,0.00001412212,0.00007352305,0.0009954635],"study_design_scores_gemma":[0.00001654303,0.0001273072,0.9992886,0.000007099202,0.0001702462,0.00007765784,0.0001475034,0.00004847599,0.00002314051,0.00001306396,0.00007690858,0.000003464804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984871,0.0006152403,0.0001171191,0.00004991599,0.00001256962,0.00001492098,0.0002694422,0.000003153139,0.0004303733],"genre_scores_gemma":[0.9989983,0.0004211804,0.000121443,0.0000567457,0.00001756529,0.00001476728,0.0002172461,0.000001369919,0.0001513828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441388,"threshold_uncertainty_score":0.02866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009489609837687681,"score_gpt":0.2771938917220756,"score_spread":0.2677042818843879,"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."}}