{"id":"W3216637022","doi":"10.1093/cercor/bhab405","title":"Abnormal network properties and fiber connections of DMN across major mental disorders: a probability tracing and graph theory study","year":2021,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China; Natural Science Foundation of Jilin Province","keywords":"Default mode network; Bipolar disorder; Psychology; Fractional anisotropy; Diffusion MRI; Neuroscience; Psychopathology; Schizophrenia (object-oriented programming); Superior frontal gyrus; Functional magnetic resonance imaging; Medicine; Psychiatry; Magnetic resonance imaging; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003844782,0.0001780177,0.0002652382,0.0000272011,0.0006988551,0.00007173776,0.00007543519,0.00004214387,0.00006786851],"category_scores_gemma":[0.001443866,0.0001511392,0.00006056205,0.0003079443,0.0005613223,0.0003052209,0.0003088033,0.0001678305,0.000002722325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002353834,"about_ca_system_score_gemma":0.00003808844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005761891,"about_ca_topic_score_gemma":0.001162623,"domain_scores_codex":[0.998311,0.0003375757,0.0002457534,0.0006000573,0.0002066579,0.0002989856],"domain_scores_gemma":[0.9985018,0.001072707,0.00008225437,0.0002188897,0.00006363036,0.0000606859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0014336,0.003002067,0.881929,0.0005848415,0.0004307741,0.00003912574,0.03196977,0.0002964003,0.04862173,0.009831944,0.00101979,0.020841],"study_design_scores_gemma":[0.002492291,0.001067842,0.9413954,0.00009669177,0.000102197,0.0001548405,0.01645841,0.0002845963,0.01290935,0.02399503,0.0005013878,0.0005419453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972915,0.0004861726,0.00003022196,0.0006543375,0.0002487788,0.0006660845,0.00003555106,0.00005830539,0.0005290713],"genre_scores_gemma":[0.9990232,0.00002445446,0.00006032858,0.0002488661,0.0000537414,0.00007124161,0.000001382842,0.00001472125,0.0005020854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05946646,"threshold_uncertainty_score":0.6163279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375922681252213,"score_gpt":0.2585656680457531,"score_spread":0.2209733999205318,"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."}}