{"id":"W4281397918","doi":"10.1080/1028415x.2022.2077031","title":"Nutrition and bipolar disorder: a systematic review","year":2022,"lang":"en","type":"review","venue":"Nutritional Neuroscience","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Brain and Behaviour Research Institute, University of Wollongong; National Health and Medical Research Council; Cancer Council Victoria; Waterloo Foundation; Eisai; Serp Hills Foundation; Fernwood Foundation; Allergan; Queen's University; Geelong Region Medical Research Foundation; University of Melbourne; Meat and Livestock Australia; Australian Rotary Health; Ian Potter Foundation; Wilson Foundation","keywords":"Micronutrient; Observational study; Medicine; Anxiety; Systematic review; Vitamin D and neurology; Environmental health; MEDLINE; Psychiatry; Internal medicine; Biology; Pathology; Biochemistry","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":[0.0002562346,0.0003622384,0.001858344,0.0002379752,0.0002988936,0.00003933198,0.0001993486,0.00008779283,0.0001397853],"category_scores_gemma":[0.0002744223,0.000280615,0.0004548474,0.0007794733,0.0001512285,0.00009526005,0.0001212031,0.0004142917,0.00002653311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086825,"about_ca_system_score_gemma":0.000198704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004589557,"about_ca_topic_score_gemma":0.000001298577,"domain_scores_codex":[0.9975209,0.0002553517,0.0006107556,0.0006555869,0.0006980062,0.0002593708],"domain_scores_gemma":[0.998929,0.0002036918,0.0002463248,0.0004051077,0.0000370997,0.0001787879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001813046,0.000751266,0.000008766306,0.9728506,0.00001975328,0.00003350107,0.000001957569,3.354117e-9,3.971647e-7,0.0002716501,0.0002172345,0.02584302],"study_design_scores_gemma":[0.0002650922,0.0001468381,0.00001171856,0.3321579,0.001921792,0.002131818,0.000002021778,0.000002062736,4.113934e-8,0.0000349109,0.6631807,0.0001450714],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.697568e-7,0.9944204,0.000008972117,0.0003466466,0.0001312094,0.004644754,0.000291816,0.00006345516,0.00009243854],"genre_scores_gemma":[0.000001711702,0.9958038,0.00007189693,0.000747266,0.00004377781,0.002751947,0.000372268,0.00003659934,0.0001707895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6629634,"threshold_uncertainty_score":0.9999646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0547379262571987,"score_gpt":0.3347998120046175,"score_spread":0.2800618857474188,"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."}}