{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002208074,0.0001485839,0.0003340442,0.0001009674,0.0001637023,0.00002058759,0.00007217628,0.00005246146,0.00008461958],"category_scores_gemma":[0.0001297843,0.0001576071,0.00006487581,0.0004738754,0.00006520371,0.00004594957,0.00008538755,0.0003407451,0.00001747674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000322973,"about_ca_system_score_gemma":0.00006150132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000334102,"about_ca_topic_score_gemma":0.001371306,"domain_scores_codex":[0.998799,0.00008694448,0.0002622925,0.0002841914,0.0001374885,0.0004301009],"domain_scores_gemma":[0.9993945,0.0001289617,0.00005614994,0.0002656339,0.00009638843,0.00005832006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000141454,0.0002975857,0.7493895,0.0004572895,0.0004889079,0.003275858,0.00532129,0.0002733216,0.1484295,0.05109743,0.02382613,0.0170017],"study_design_scores_gemma":[0.00215117,0.0001397508,0.9831446,0.0003294442,0.00002460997,0.0001881028,0.001375743,0.001477784,0.0001771613,0.004460625,0.006237337,0.0002936503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828612,0.001796648,0.0001438034,0.01007292,0.0001078167,0.00024257,0.000001076752,0.00008588778,0.004688147],"genre_scores_gemma":[0.9921304,0.00003720785,0.0004118946,0.005064851,0.0003730896,0.00002147557,0.00006059458,0.00002961869,0.001870865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2337551,"threshold_uncertainty_score":0.6427032,"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."}}