{"id":"W3213132689","doi":"10.1016/j.tem.2021.10.005","title":"The menace of obesity to depression and anxiety prevalence","year":2021,"lang":"en","type":"review","venue":"Trends in Endocrinology and Metabolism","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":426,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Japan Society for the Promotion of Science; Fonds de Recherche du Québec - Santé","keywords":"Insulin resistance; Anxiety; Obesity; Neuroinflammation; Mood; Leptin; Depression (economics); Adipose tissue; Medicine; Psychology; Internal medicine; Endocrinology; Inflammation; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009082235,0.0009348739,0.001767117,0.002106861,0.0001905159,0.00139244,0.0009071659,0.001695278,0.00426019],"category_scores_gemma":[0.00187541,0.0002874865,0.0006575646,0.002275246,0.0006775093,0.001268067,0.0008602754,0.002425816,0.001178393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007323644,"about_ca_system_score_gemma":0.001483176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796053,"about_ca_topic_score_gemma":0.004276908,"domain_scores_codex":[0.9997451,0.0000485842,0.00004922979,0.0000696861,0.0000656859,0.00002171726],"domain_scores_gemma":[0.9991937,0.0004644085,0.0001286474,0.00001654867,0.000133637,0.00006306572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001850675,0.00004617629,0.0008410694,0.0195671,0.0003418075,0.0001501777,0.00003985575,0.0002382609,0.0003538307,0.002566206,0.03257395,0.9430966],"study_design_scores_gemma":[0.00009748042,0.0002324849,0.01060058,0.02627742,0.001221062,0.001604433,0.0001759589,0.000309241,0.0002729056,0.006078899,0.9530662,0.00006342241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003986184,0.9991751,0.00002897274,0.0003607465,0.0001980613,8.310852e-7,0.00001265481,0.000001994967,0.0001817135],"genre_scores_gemma":[0.0004041513,0.9987273,0.00005228922,0.0002378243,0.00043738,0.000001924963,0.0000173019,6.211488e-7,0.0001211801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00426019,"threshold_uncertainty_score":0.01425171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04176493656020019,"score_gpt":0.3392579854945033,"score_spread":0.2974930489343031,"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."}}