{"id":"W2328763525","doi":"10.1177/0004867414565482","title":"What if nutrients could treat mental illness?","year":2015,"lang":"en","type":"editorial","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Diet and metabolism studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental illness; Nutrient; Psychiatry; Psychology; Medicine; Mental health; Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005574387,0.0006576728,0.001724093,0.0003905373,0.0001160262,0.0002002035,0.0003917171,0.0009502801,0.0002560436],"category_scores_gemma":[0.0001510198,0.0004806516,0.0006975989,0.0002562465,0.0001237095,0.0005622098,0.00006637951,0.001782088,0.00009044636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807289,"about_ca_system_score_gemma":0.002400521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001126388,"about_ca_topic_score_gemma":0.00005157267,"domain_scores_codex":[0.9957269,0.00007341849,0.00120998,0.0003909862,0.001969073,0.0006296478],"domain_scores_gemma":[0.996518,0.00006904937,0.001210564,0.0004139053,0.0007144806,0.001073968],"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":[0.001659108,0.0005455234,0.00481363,0.0001795256,0.0009015267,0.0001263466,0.001216349,3.678828e-7,0.00001041933,0.000009797777,0.987507,0.003030413],"study_design_scores_gemma":[0.01127296,0.001574221,0.001699163,0.002275094,0.002270723,0.0001500783,0.002338797,6.552919e-8,0.00001562978,0.0007911909,0.9771633,0.0004488027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.007582969,0.009624563,5.821688e-7,0.01585175,0.9656608,0.0003117978,0.0001121873,0.00002603009,0.0008293759],"genre_scores_gemma":[0.0003264672,0.02042007,0.0003921255,0.0001653458,0.7829086,0.000003024074,0.0002035894,0.00008789611,0.195493],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1946636,"threshold_uncertainty_score":0.9997645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977272626671426,"score_gpt":0.3199906302640099,"score_spread":0.3002179039972956,"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."}}