{"id":"W4412672309","doi":"10.1017/9781009450966.013","title":"Brain Networks Underlying Catatonia","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Catatonia; Psychology; Neuroscience; Medicine; Computer science; Psychiatry; Schizophrenia (object-oriented programming)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001011528,0.000509673,0.0007991408,0.0002874847,0.0002798716,0.00002327185,0.0003061891,0.0004522001,0.000006879879],"category_scores_gemma":[0.00002079199,0.0005887837,0.0003214056,0.00001742919,0.0003082054,0.00004174222,0.0003234792,0.000941076,0.000009223487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005230639,"about_ca_system_score_gemma":0.0002886897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000893259,"about_ca_topic_score_gemma":0.000008611902,"domain_scores_codex":[0.9984111,0.00003835993,0.000226177,0.0006237052,0.0002555276,0.0004450828],"domain_scores_gemma":[0.998471,0.0002210519,0.0001946791,0.0006630443,0.0002694208,0.0001808516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004968343,0.00001420216,0.00001347637,0.0002512552,0.001390205,0.0008926787,0.00005430705,0.000003219863,0.0002092266,0.71658,0.2763391,0.003755492],"study_design_scores_gemma":[0.001629693,0.0001933928,0.00006053568,0.0007704313,0.0008740092,0.00004944385,0.00003890678,0.00009566289,0.0002484853,0.00001092904,0.9955444,0.0004841512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008304042,0.00186919,0.001662777,0.0003309846,0.0002015701,0.0008824652,0.00006689174,0.0002553511,0.9946477],"genre_scores_gemma":[0.001424857,0.0005173035,0.00009882226,0.001180459,0.0001527796,0.000001634184,0.0001051952,0.00006686654,0.9964521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7192052,"threshold_uncertainty_score":0.9996564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937297442293381,"score_gpt":0.2461962346915114,"score_spread":0.2168232602685776,"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."}}