{"id":"W3111048528","doi":"10.20944/preprints202012.0368.v1","title":"Association between Fruit and Vegetable Consumption and Depression Symptoms in Young People and Adults Aged 15-45: A Systematic Review of Cohort Studies","year":2020,"lang":"en","type":"review","venue":"Preprints.org","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Cohort study; Cohort; Environmental health; Consumption (sociology); Obesity; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01592517,0.001430535,0.008318185,0.009270584,0.0008610553,0.002768974,0.001672951,0.001567877,0.002917765],"category_scores_gemma":[0.07013228,0.001374008,0.01138177,0.01140435,0.001065389,0.002135172,0.00203594,0.00116732,0.000233793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004935476,"about_ca_system_score_gemma":0.01528968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01827554,"about_ca_topic_score_gemma":0.0587926,"domain_scores_codex":[0.9844563,0.004834015,0.007116834,0.001215417,0.002017553,0.0003599161],"domain_scores_gemma":[0.9541655,0.03039112,0.00984821,0.0009679539,0.004190773,0.0004365185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003046486,0.00001327323,0.002688448,0.9616632,0.02058011,0.0001065964,0.0004058696,0.00007284464,0.0001279182,0.0001001514,0.0007566565,0.01318044],"study_design_scores_gemma":[0.0003280902,0.0002751154,0.01403518,0.8383052,0.1358767,0.0003797418,0.0005657885,0.00006629433,0.0001597025,0.0002041125,0.009748842,0.00005522436],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003634755,0.9938751,0.0001929271,0.0002190646,0.0001220404,0.0008626469,0.0008959841,0.000007880104,0.000189611],"genre_scores_gemma":[0.0425805,0.9522389,0.001251228,0.0005939681,0.00007940652,0.002369195,0.0007017854,0.000008521022,0.0001764453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01827554,"threshold_uncertainty_score":0.08422136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09091822216890086,"score_gpt":0.3758339356070445,"score_spread":0.2849157134381436,"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."}}