{"id":"W4388440661","doi":"10.1016/j.jad.2023.11.003","title":"Commentary on ‘The association between gut-health promoting diet and depression: A mediation analysis’","year":2023,"lang":"en","type":"letter","venue":"Journal of Affective Disorders","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; McGill University","funders":"","keywords":"Mediation; Depression (economics); Association (psychology); Psychology; Clinical psychology; Psychiatry; Medicine; Psychotherapist; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01594799,0.001360708,0.004009176,0.001338129,0.005729554,0.004757967,0.00452739,0.07072923,0.008093294],"category_scores_gemma":[0.08790289,0.001490317,0.002210604,0.001593239,0.005778058,0.004725655,0.002476624,0.07118955,0.005632762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005095369,"about_ca_system_score_gemma":0.008855964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634617,"about_ca_topic_score_gemma":0.02325528,"domain_scores_codex":[0.9894782,0.0044654,0.001284159,0.001598864,0.002177533,0.0009958049],"domain_scores_gemma":[0.9269169,0.05841657,0.003503222,0.001453002,0.005690381,0.004019945],"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":[0.0001182276,0.00002225052,0.0007486545,0.00011761,0.00007072736,0.0007521522,0.0002461012,0.00002949148,0.00005432457,0.001356884,0.9933285,0.003155218],"study_design_scores_gemma":[0.0008217355,0.0002271237,0.006641797,0.002638432,0.0007558503,0.002641525,0.001859343,0.0009238254,0.0003358316,0.02172083,0.9611695,0.0002642919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002077364,0.0009797133,0.00004157327,0.9764399,0.02179139,0.000006370946,0.00007928276,0.000008408061,0.0004456354],"genre_scores_gemma":[0.002216062,0.000541671,0.00009556503,0.9532602,0.04252536,0.00004018121,0.00003084593,0.00001687406,0.00127332],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07072923,"threshold_uncertainty_score":0.084342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553087807549939,"score_gpt":0.3025834576281057,"score_spread":0.2870525795526063,"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."}}