{"id":"W3083088164","doi":"10.1080/10408398.2020.1814991","title":"Vegetarian diet and the risk of depression, anxiety, and stress symptoms: a systematic review and meta-analysis of observational studies","year":2020,"lang":"en","type":"review","venue":"Critical Reviews in Food Science and Nutrition","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Anxiety; Depression (economics); Meta-analysis; Medicine; Cohort study; Observational study; Cohort; Mental health; Internal medicine; Environmental health; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00357686,0.000284528,0.004273631,0.00007274145,0.0001837984,0.00003744616,0.0002282461,0.00008228407,0.00001836165],"category_scores_gemma":[0.005400409,0.0001315375,0.0003942422,0.00123763,0.003748172,0.0003414935,0.0004475929,0.0002071857,5.943666e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007791049,"about_ca_system_score_gemma":0.00001525209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001602981,"about_ca_topic_score_gemma":0.00002986335,"domain_scores_codex":[0.9968315,0.0008745754,0.001087805,0.0005559809,0.0004638464,0.0001862778],"domain_scores_gemma":[0.998069,0.001047983,0.0004313774,0.0002762262,0.00004196253,0.0001333959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000123975,0.0001427703,0.0005695142,0.9838902,0.003884312,0.000001105807,0.0004498191,5.287222e-7,8.374417e-7,0.0009734553,0.00004058806,0.01003447],"study_design_scores_gemma":[0.0004540321,0.0005665389,0.002635189,0.1048758,0.8703071,0.0000464156,0.0008434741,0.00008656357,0.000002867364,0.004246072,0.01530377,0.0006321644],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000242213,0.9963856,0.000006759991,0.0006008495,0.000006809228,0.002596,0.000142101,0.000002509441,0.00001712048],"genre_scores_gemma":[0.005790672,0.9934368,0.0001291553,0.0001759324,0.00000440511,0.0004479692,0.000008828868,0.000004219297,0.000002053244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8790144,"threshold_uncertainty_score":0.9989631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029962690808473,"score_gpt":0.3695161681946952,"score_spread":0.2665198991138479,"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."}}