{"id":"W4416718967","doi":"10.1038/s41598-025-22845-y","title":"Glutamate, NAA, and energy metabolism in clinical high risk and first episode psychosis","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas College","funders":"Medical Research Council; National Institute for Health and Care Research; Canadian Institutes of Health Research; NIHR Maudsley Biomedical Research Centre; King's College London; Department of Health and Social Care","keywords":"Glutamatergic; Glutamate receptor; Psychosis; Anterior cingulate cortex; Energy metabolism; Schizophrenia (object-oriented programming); Mechanism (biology); Peripheral","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003793233,0.0002980693,0.0003997594,0.0005314375,0.0003656405,0.0006205649,0.0001926413,0.0004134984,0.001488344],"category_scores_gemma":[0.002032369,0.000221374,0.0001501107,0.0004830201,0.0003495875,0.0002778984,0.0005289828,0.0004626143,0.0001117536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004486664,"about_ca_system_score_gemma":0.0002756265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004907759,"about_ca_topic_score_gemma":0.007307768,"domain_scores_codex":[0.9998344,0.00006103703,0.00001631792,0.00002673403,0.00003465638,0.00002671757],"domain_scores_gemma":[0.9990934,0.0002093288,0.0004377465,0.00003406357,0.00005309728,0.0001723452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001695863,0.0001639197,0.9884063,0.00007019418,0.0001033884,0.0004057138,0.0004578484,0.0001099224,0.002704275,0.00006302777,0.00007597085,0.005743656],"study_design_scores_gemma":[0.00001239749,0.0001384724,0.9988039,0.00001171255,0.00001612544,0.000330286,0.0002495956,0.000126149,0.0001467564,0.0001169062,0.00004474998,0.000003071141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991018,0.0005577855,0.00003820971,0.00005112668,0.000002625089,0.000004534269,0.00003035489,0.000001901999,0.0002116115],"genre_scores_gemma":[0.9997633,0.00009918883,0.00005250971,0.000008362113,0.000001603897,0.000002332124,0.00002187359,4.117432e-7,0.00005055751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004907759,"threshold_uncertainty_score":0.009758353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125906075904664,"score_gpt":0.332431633952209,"score_spread":0.3198410263617426,"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."}}