{"id":"W4412672338","doi":"10.1017/9781009450966.008","title":"Clinical Manifestation, Complexity of Catatonic Symptoms, Differential Diagnoses, and Potential Somatic Consequences","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":"Somatic cell; Medical diagnosis; Differential diagnosis; Psychology; Psychiatry; Medicine; Clinical psychology; Pathology; Biology; Genetics","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":[0.0001048082,0.0003714889,0.001037551,0.0002028976,0.0001652469,0.00001421225,0.0002158062,0.0002937975,0.00001091098],"category_scores_gemma":[0.000042332,0.0003907727,0.0002560158,0.00001083168,0.002449232,0.00004087989,0.0002720592,0.0004899598,0.000001798856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155948,"about_ca_system_score_gemma":0.0003556068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002191382,"about_ca_topic_score_gemma":0.00001527965,"domain_scores_codex":[0.9983696,0.0001029985,0.0004897569,0.0005072282,0.000286529,0.0002439304],"domain_scores_gemma":[0.9983518,0.0002890294,0.0004390319,0.0004039318,0.0003698503,0.0001463286],"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":[0.0009458031,0.0001019452,0.001160515,0.001542902,0.002855779,0.000776989,0.0001020529,1.581911e-7,0.0006903601,0.9797843,0.009410194,0.002629041],"study_design_scores_gemma":[0.06603019,0.01179793,0.3185709,0.02270637,0.05380049,0.002118161,0.001333049,0.0006909157,0.01720255,0.004240469,0.4931305,0.008378475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1477349,0.002138092,0.0005666901,0.000249461,0.0004594411,0.002090443,0.0008471358,0.0001789622,0.8457348],"genre_scores_gemma":[0.229865,0.002117072,0.0001358686,0.00009438169,0.0001098926,0.000002042715,0.0001783908,0.00003135515,0.7674659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9755438,"threshold_uncertainty_score":0.9998544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03419934997519379,"score_gpt":0.270994212392841,"score_spread":0.2367948624176472,"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."}}