{"id":"W3201930303","doi":"10.1002/hbm.25671","title":"Intrinsic neural network dynamics in catatonia","year":2021,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"National Institutes of Health; Canadian Institutes of Health Research; Ministero dell’Istruzione, dell’Università e della Ricerca; National Institute of Mental Health; Deutsche Forschungsgemeinschaft","keywords":"Catatonia; Neuroscience; Psychology; Dynamics (music); Artificial neural network; Artificial intelligence; Computer science; Schizophrenia (object-oriented programming); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014166,0.0001441914,0.0001648746,0.0004162748,0.0001304276,0.0002426642,0.0001083913,0.0001348015,0.0008664668],"category_scores_gemma":[0.0008913361,0.0001122548,0.0001339724,0.0002855068,0.0001776396,0.0001888714,0.0002075448,0.0001680271,0.00005485306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002384701,"about_ca_system_score_gemma":0.0001410172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004194479,"about_ca_topic_score_gemma":0.009987704,"domain_scores_codex":[0.9999306,0.00001505666,0.000005501207,0.00002633902,0.00001180087,0.00001073607],"domain_scores_gemma":[0.9998145,0.00005777333,0.00006444017,0.0000192833,0.0000212331,0.00002280874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001205576,0.000138829,0.7606848,0.0002028798,0.0005315373,0.002220222,0.001449052,0.003982809,0.1729517,0.0007748957,0.0006986992,0.05515891],"study_design_scores_gemma":[0.000004997687,0.00004650068,0.9967362,0.000002256831,0.00001910132,0.000518733,0.00005252365,0.001824403,0.0005074383,0.0001795888,0.0001048512,0.000003519257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988003,0.00009300594,0.0005876306,0.0000188851,0.000001529312,0.000007118031,0.0001375466,0.00000728312,0.0003466513],"genre_scores_gemma":[0.9992673,0.00005324801,0.0003441665,0.000005110924,0.000001743017,0.000006627501,0.0002038369,0.000002496121,0.0001155931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004194479,"threshold_uncertainty_score":0.00834012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385592855056138,"score_gpt":0.2846928566578487,"score_spread":0.2608369281072873,"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."}}