{"id":"W4393201951","doi":"10.1101/2024.03.24.24304719","title":"Maternal Fiber Intake and Perinatal Depression &amp; Anxiety","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Boucher Institute of Naturopathic Medicine; Canadian College of Naturopathic Medicine","funders":"","keywords":"Anxiety; Mental health; Medicine; Observational study; Depression (economics); Pregnancy; Dietary fiber; Environmental health; Psychiatry; Physiology; Internal medicine; Food science; Biology","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":[0.001640752,0.0003990575,0.001375845,0.002569372,0.0002899559,0.001416462,0.0004405664,0.0006205288,0.003610357],"category_scores_gemma":[0.008780105,0.0002400189,0.002080115,0.003466056,0.0003354629,0.000749459,0.0005688366,0.0006027395,0.0002292338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006979636,"about_ca_system_score_gemma":0.001519611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004101384,"about_ca_topic_score_gemma":0.007064063,"domain_scores_codex":[0.9987656,0.0003595026,0.0004317933,0.0001696373,0.0002166892,0.00005679571],"domain_scores_gemma":[0.9931612,0.004982563,0.001311662,0.00008186896,0.0004015488,0.00006110932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001015397,0.00009326723,0.03174457,0.522279,0.01334402,0.0003749808,0.0005201785,0.0002924435,0.0008518184,0.001336039,0.005299512,0.4228487],"study_design_scores_gemma":[0.0003684629,0.001004943,0.1944016,0.5889563,0.06899278,0.003405069,0.001448791,0.0005284232,0.001644067,0.00341474,0.1357066,0.0001282961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005066424,0.9930606,0.0001373206,0.0004386496,0.00009070453,0.00002603695,0.0004160863,0.000004226103,0.000759985],"genre_scores_gemma":[0.063275,0.9346356,0.0007851411,0.0004975629,0.0001647752,0.00007574288,0.0003262491,0.000003233026,0.0002365915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004101384,"threshold_uncertainty_score":0.01207781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227682050622704,"score_gpt":0.3082340010948437,"score_spread":0.2854657960325733,"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."}}