{"id":"W4412572649","doi":"10.21203/rs.3.rs-7052494/v1","title":"Glutamate, NAA and Energy Metabolism in Clinical High Risk and First Episode Psychosis","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"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":"Psychosis; Glutamate receptor; Energy metabolism; Psychiatry; Psychology; Neuroscience; Medicine; Internal medicine","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":[0.0004340407,0.0003275987,0.0006517069,0.0004395646,0.0004920318,0.001310443,0.0002545085,0.0006269257,0.003394403],"category_scores_gemma":[0.002489925,0.0002240576,0.0002191301,0.000535839,0.0005034318,0.0005810701,0.0007461122,0.00079586,0.0002530659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006387049,"about_ca_system_score_gemma":0.0005974725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006721464,"about_ca_topic_score_gemma":0.00546037,"domain_scores_codex":[0.9998778,0.0000415205,0.00001429659,0.00001703015,0.00002652668,0.00002274207],"domain_scores_gemma":[0.9994655,0.0002443815,0.0001102393,0.00002495941,0.00003406885,0.000120862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008915544,0.0005341284,0.9592795,0.000194579,0.0002448615,0.002879177,0.001018311,0.0004701707,0.002818865,0.001060113,0.0006456947,0.02193899],"study_design_scores_gemma":[0.00007835664,0.0003165063,0.9934015,0.00003564188,0.00005630683,0.001368311,0.0008906957,0.0004350129,0.0002103891,0.00284946,0.0003441004,0.00001364342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951872,0.002282379,0.00006100513,0.0004237441,0.00001842156,0.000007051203,0.0001747417,0.000005281213,0.001840256],"genre_scores_gemma":[0.9988738,0.0004990133,0.00006163731,0.00003262451,0.00001207763,0.000003911502,0.0001034972,0.000002188653,0.0004113434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006721464,"threshold_uncertainty_score":0.01336467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066261133984418,"score_gpt":0.4643819417797312,"score_spread":0.3577558283812894,"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."}}