{"id":"W3213381671","doi":"10.1038/s41380-021-01360-2","title":"Diet and depression: future needs to unlock the potential","year":2021,"lang":"en","type":"letter","venue":"Molecular Psychiatry","topic":"Diet and metabolism studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Tainan Municipal An-Nan Hospital; Medical Research Council; Neuraxpharm; H. Lundbeck A/S; Pfizer; Ministry of Science and Technology, Taiwan; Ministry of Education, India; Fonterra Co-Operative Group; Irish Research Council; European Commission; National Institute for Health and Care Research; Mead Johnson Nutrition; Wellcome Trust; Cancer Council Queensland; China Medical University; DNA Genotek; King's College London; PA Research Foundation; Pharmavite; GlaxoSmithKline; Bond University; Servier; Deakin University; Australian Rotary Health; UK Research and Innovation; Science Foundation Ireland; La Trobe University; National Health and Medical Research Council; AstraZeneca; Eli Lilly and Company","keywords":"Depression (economics); Psychology; MEDLINE; Psychiatry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008506094,0.0003925322,0.0005854027,0.0001472986,0.0001710219,0.00006734113,0.0001874165,0.0004475519,0.00006749034],"category_scores_gemma":[0.00002710354,0.0002526714,0.0003109976,0.0003312383,0.00006595671,0.00001812086,0.0002708125,0.001339237,0.00002820441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001070536,"about_ca_system_score_gemma":0.0001360358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008694408,"about_ca_topic_score_gemma":0.000004102409,"domain_scores_codex":[0.9983026,0.00008607391,0.0002515701,0.0004652558,0.0004949112,0.0003995368],"domain_scores_gemma":[0.9989132,0.00001138046,0.00007982073,0.0007536716,0.0001178452,0.0001240525],"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":[0.00008112632,0.00003325279,0.0008049141,0.0002446664,0.0003884765,0.0008203492,0.0002230215,7.504722e-7,0.0002582481,0.00004040042,0.9951787,0.001926119],"study_design_scores_gemma":[0.0006135426,0.0001072037,0.006119206,0.0003020143,0.0009316796,0.000133059,0.0008087978,0.000001068327,0.00004221913,0.0001450867,0.9905015,0.0002946537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01101202,0.07802856,0.0001947074,0.8949377,0.01060509,0.0004909575,0.00002034447,0.00005414604,0.004656451],"genre_scores_gemma":[0.00334608,0.001099321,0.001495671,0.9626033,0.02690649,0.00007319119,0.000129786,0.00009762865,0.004248531],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07692924,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005406953780161696,"score_gpt":0.233849391297509,"score_spread":0.2284424375173472,"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."}}