{"id":"W4412672185","doi":"10.1017/9781009450966.012","title":"Most Common Neuroinflammatory Origins of 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; 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":[0.00006375178,0.0004192324,0.0009285249,0.0003164421,0.0001253912,0.000006790238,0.000319961,0.000277647,0.00000447799],"category_scores_gemma":[0.00001474041,0.0004778088,0.000228396,0.00001965364,0.0004299693,0.00003486316,0.0002894024,0.000634635,0.00000644785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005233332,"about_ca_system_score_gemma":0.0004723599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003029517,"about_ca_topic_score_gemma":0.00001188585,"domain_scores_codex":[0.9986718,0.00003391572,0.0002877715,0.000440849,0.000285927,0.0002797831],"domain_scores_gemma":[0.9982747,0.0001197164,0.0003025177,0.0007446216,0.0004248632,0.0001335843],"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":[0.0006861662,0.00002477487,0.00009824715,0.0006846251,0.0009379025,0.0008540165,0.00005658663,3.457235e-7,0.002533688,0.9351521,0.05776864,0.001202984],"study_design_scores_gemma":[0.001451643,0.0002481468,0.0002124753,0.0006156678,0.000951475,0.00003691078,0.0000209603,0.000007562638,0.009271661,0.000006197999,0.9868543,0.000322986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003504957,0.0007568941,0.0000267229,0.0000652611,0.0001511599,0.0007872659,0.0002886972,0.0001326851,0.9942864],"genre_scores_gemma":[0.003502521,0.0005893507,0.00004710251,0.000218814,0.00007854362,9.556778e-7,0.00008317902,0.00005155728,0.995428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9351459,"threshold_uncertainty_score":0.9997674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486491020309496,"score_gpt":0.2233284930257539,"score_spread":0.2084635828226589,"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."}}