{"id":"W2964155568","doi":"10.1101/828608","title":"Early Treatment Response in First Episode Psychosis: A 7-Tesla Magnetic Resonance Spectroscopic Study of Glutathione and Glutamate","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Robarts Clinical Trials; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; Canada First Research Excellence Fund; Academic Medical Organization of Southwestern Ontario; Natural Sciences and Engineering Research Council of Canada; Chrysalis","keywords":"Glutamate receptor; Glutathione; Psychosis; Antipsychotic; Medicine; Anterior cingulate cortex; Internal medicine; Schizophrenia (object-oriented programming); Psychology; Neuroscience; Endocrinology; Psychiatry; Chemistry; Receptor; Biochemistry; Cognition","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":[0.0004303901,0.0002349005,0.0003168203,0.000390897,0.000438852,0.0003571206,0.0001571817,0.00059066,0.001497641],"category_scores_gemma":[0.0008236349,0.0002331023,0.0001858417,0.0003251099,0.0002739214,0.0002289524,0.0002572987,0.0005669357,0.0002712925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039716,"about_ca_system_score_gemma":0.000239752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003190015,"about_ca_topic_score_gemma":0.002833534,"domain_scores_codex":[0.9999113,0.00003525705,0.000006072253,0.00001586171,0.000009527638,0.0000219112],"domain_scores_gemma":[0.9996878,0.00005841389,0.0001004909,0.00003517389,0.00003272172,0.00008545955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01526558,0.00380975,0.8489863,0.000130167,0.000366426,0.00233318,0.001783781,0.0004188436,0.1126146,0.0001708105,0.0004621877,0.01365839],"study_design_scores_gemma":[0.00006330629,0.00182826,0.9952263,0.000004592465,0.00003983728,0.0007191632,0.0002006952,0.0002505317,0.001418334,0.00006536594,0.0001749862,0.000008636895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996662,0.00005075404,0.0000826368,0.00002761676,0.000001782723,0.00001003903,0.00005486114,0.000002596908,0.0001034547],"genre_scores_gemma":[0.9994449,0.00003346916,0.000141013,0.00002848711,0.000003663621,0.00001090005,0.00009398266,0.000001882733,0.0002416974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003190015,"threshold_uncertainty_score":0.006342888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412649890534883,"score_gpt":0.2710313017007491,"score_spread":0.2569048027954002,"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."}}