{"id":"W4290097556","doi":"10.3389/fnhum.2022.954898","title":"Widespread cortical thinning, excessive glutamate and impaired linguistic functioning in schizophrenia: A cluster analytic approach","year":2022,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Victoria Hospital; Lawson Health Research Institute; London Health Sciences Centre; Robarts Clinical Trials; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canada First Research Excellence Fund; Western University","keywords":"Psychology; Neuroscience; Psychosis; Anterior cingulate cortex; Schizophrenia (object-oriented programming); Glutamatergic; Prefrontal cortex; Audiology; Cognitive psychology; Glutamate receptor; Medicine; Cognition; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005751296,0.0001851486,0.0003596576,0.0006438724,0.0005111097,0.00008556187,0.0002096419,0.00003866651,0.00001998616],"category_scores_gemma":[0.0007689144,0.0001710573,0.0000553439,0.0009281082,0.0003979186,0.0001173892,0.0003023169,0.0007707645,5.042361e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145469,"about_ca_system_score_gemma":0.000208098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007885525,"about_ca_topic_score_gemma":0.00002310673,"domain_scores_codex":[0.9976052,0.0002298683,0.0003352408,0.0007061383,0.0005950087,0.0005285218],"domain_scores_gemma":[0.999281,0.00007583438,0.00008175671,0.0003049284,0.00003042698,0.0002260235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007956296,0.001210621,0.9712391,0.0001619154,0.00003215897,0.002494707,0.002756683,0.00639575,0.002657814,0.001145826,0.001288713,0.002660345],"study_design_scores_gemma":[0.0083244,0.001202197,0.7051044,0.00009079799,0.00005967363,0.0003290696,0.0007301269,0.2816033,0.00009124778,0.002093282,0.00009919711,0.0002722527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951347,0.0004359955,0.00265498,0.0002045747,0.0005357736,0.0005868701,0.000006033232,0.00005214694,0.0003889284],"genre_scores_gemma":[0.9957318,0.00001605148,0.003417805,0.0002779306,0.00004783643,0.0001603656,0.00001011187,0.00002004181,0.0003180349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2752076,"threshold_uncertainty_score":0.6975513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345216417017581,"score_gpt":0.2868082614746996,"score_spread":0.2633560973045238,"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."}}