{"id":"W4387129903","doi":"10.54434/candj.148","title":"The Critical Role of Diet in the Prevention and Treatment of Mental Disorders: An Opportunity for the Naturopathic Profession to Positively Impact the Burden of Illness Using a Recently Developed Clinical Tool","year":2023,"lang":"en","type":"article","venue":"CAND Journal","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Canadian College of Naturopathic Medicine","funders":"","keywords":"Naturopathy; Medicine; Mental health; Context (archaeology); Mental illness; Intervention (counseling); Psychiatry; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0113462,0.000333085,0.0005450652,0.0009994821,0.001013601,0.003578009,0.0006478112,0.001776713,0.003391156],"category_scores_gemma":[0.01645188,0.0001996994,0.0003207536,0.0006919608,0.002142805,0.003321665,0.003164909,0.002172784,0.000458397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009641121,"about_ca_system_score_gemma":0.003677585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009600898,"about_ca_topic_score_gemma":0.003951147,"domain_scores_codex":[0.9946292,0.00402921,0.0003124939,0.0001094833,0.0008183878,0.0001011819],"domain_scores_gemma":[0.9845847,0.0123239,0.0009871686,0.000539611,0.0007823291,0.0007822586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004136849,0.001049164,0.01340114,0.003712025,0.00005505792,0.0004978979,0.00509748,0.0001165643,0.003365344,0.01869549,0.02379986,0.9297963],"study_design_scores_gemma":[0.0007030896,0.006829494,0.1148997,0.0269905,0.0004654728,0.008060805,0.02022302,0.002052092,0.005903728,0.04260077,0.770847,0.000424454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1756732,0.1066536,0.0587825,0.5035614,0.007601592,0.003249518,0.0004702801,0.0008866281,0.1431212],"genre_scores_gemma":[0.3985755,0.1067046,0.4139625,0.05544522,0.003380517,0.002856685,0.0002286147,0.0001592167,0.01868733],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0113462,"threshold_uncertainty_score":0.06000513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548942437694141,"score_gpt":0.4939363087959183,"score_spread":0.3390420650265041,"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."}}