{"id":"W3127340558","doi":"10.1093/schizbullopen/sgaa072","title":"Progressive Changes in Glutamate Concentration in Early Stages of Schizophrenia: A Longitudinal 7-Tesla MRS Study","year":2020,"lang":"en","type":"article","venue":"Schizophrenia Bulletin Open","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Dalhousie University; Lawson Health Research Institute; Western University","funders":"Chrysalis","keywords":"Schizophrenia (object-oriented programming); Glutamate receptor; Psychology; Longitudinal study; Neuroscience; Medicine; Psychiatry; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008466245,0.0003558387,0.0003653463,0.0006004379,0.0006920538,0.0004940764,0.0002277068,0.0006718696,0.0007453077],"category_scores_gemma":[0.00130101,0.0003291066,0.0003346657,0.0003693318,0.0002914434,0.0004723607,0.0004383559,0.0006282302,0.0003027245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000333785,"about_ca_system_score_gemma":0.0004158318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004504333,"about_ca_topic_score_gemma":0.005711226,"domain_scores_codex":[0.9997905,0.00005136795,0.00002471951,0.00005372611,0.00003518344,0.00004464875],"domain_scores_gemma":[0.9991897,0.00007182055,0.0002906189,0.00006876386,0.0001677072,0.0002113435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002854469,0.0006777364,0.9686455,0.00002941657,0.0001529179,0.001047778,0.0008816356,0.0001234888,0.02044904,0.00004285256,0.0001428144,0.00495241],"study_design_scores_gemma":[0.00001981737,0.001147073,0.9971101,0.000004887073,0.00004479077,0.0006109072,0.0001895977,0.000143416,0.000517979,0.00003773653,0.0001626531,0.00001116592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995775,0.00007994605,0.00009708842,0.00002141891,0.00000175633,0.0000113492,0.00009007626,0.000003415541,0.0001173984],"genre_scores_gemma":[0.9993138,0.00005850035,0.000153535,0.00002250862,0.0000051737,0.000009897575,0.0002398695,0.000001993198,0.0001947328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004504333,"threshold_uncertainty_score":0.008956194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574963489737604,"score_gpt":0.3294883838954094,"score_spread":0.2937387489980333,"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."}}