{"id":"W4322617766","doi":"10.1002/hbm.26251","title":"Dysconnection and cognition in schizophrenia: A spectral dynamic causal modeling study","year":2023,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; Canadian Institute for Advanced Research","funders":"Wellcome Trust; Australian Research Council; National Center for Research Resources; National Institute of General Medical Sciences; Medical Research Council; National Institutes of Health; National Health and Medical Research Council","keywords":"Parahippocampal gyrus; Default mode network; Cognition; Psychology; Schizophrenia (object-oriented programming); Neuroscience; Neuroimaging; Task-positive network; Functional magnetic resonance imaging; Superior temporal gyrus; Resting state fMRI; Functional neuroimaging; Cognitive psychology; Temporal lobe; Psychiatry","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":[0.001035349,0.0003976206,0.0002643558,0.0008371107,0.000265916,0.0003819739,0.0002790268,0.0002598646,0.001008508],"category_scores_gemma":[0.002841788,0.0001761193,0.0006135154,0.0004317455,0.0003051807,0.0004131601,0.0004489727,0.0003090562,0.00007178287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004397582,"about_ca_system_score_gemma":0.0003499654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007790379,"about_ca_topic_score_gemma":0.007993827,"domain_scores_codex":[0.9998229,0.0000904116,0.000009483574,0.0000419157,0.00001651827,0.00001873734],"domain_scores_gemma":[0.9989807,0.0006488162,0.0001560731,0.0001041962,0.00004323674,0.00006690293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00183592,0.0007190902,0.766808,0.0001581517,0.00169969,0.001526407,0.001568236,0.1407166,0.01473077,0.01031674,0.001148428,0.05877192],"study_design_scores_gemma":[0.00004257746,0.0001645775,0.2788678,0.00002098789,0.0003099419,0.0004402697,0.0003457084,0.711755,0.0006315468,0.006781407,0.0006133947,0.00002683706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943492,0.000135603,0.005130228,0.00009758653,0.000002294357,0.000007917513,0.00009563035,0.00002071389,0.0001608244],"genre_scores_gemma":[0.998606,0.00006569303,0.001112896,0.000006595281,0.000004403405,0.000006536746,0.0001277588,0.00000532784,0.00006479697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007790379,"threshold_uncertainty_score":0.01549006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0745726168880156,"score_gpt":0.3045510358561599,"score_spread":0.2299784189681443,"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."}}