{"id":"W4414452962","doi":"10.1192/bjo.2025.10834","title":"Catatonia in first-episode psychosis: prevalence and psychopathological association","year":2025,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III","keywords":"Catatonia; Psychopathology; Association (psychology); MEDLINE; Schizophrenia (object-oriented programming)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005769733,0.0001447856,0.0003481533,0.00011172,0.00009494791,0.00004911096,0.0002327698,0.000109344,0.00006125592],"category_scores_gemma":[0.0002392654,0.0001242519,0.00003381276,0.0003662995,0.00004440954,0.0001106624,0.0001149469,0.0002293096,0.0000276768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178376,"about_ca_system_score_gemma":0.00002201404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00019008,"about_ca_topic_score_gemma":0.001152168,"domain_scores_codex":[0.998798,0.00008506958,0.0002696545,0.0004177385,0.0001479681,0.0002816447],"domain_scores_gemma":[0.9993663,0.0001414468,0.00008627745,0.0002786278,0.00007756017,0.00004981922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004906804,0.0002090336,0.9714067,0.00009831198,0.00006143616,0.000008532889,0.00021062,2.109767e-7,0.0003278444,0.0004217701,0.02258112,0.004183716],"study_design_scores_gemma":[0.00279315,0.0003226822,0.962793,0.0003939207,0.00004932962,0.00001007265,0.00004290501,0.00001186152,0.0002916945,0.001725967,0.03144572,0.0001196784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244374,0.005695906,0.00005945031,0.03517737,0.0002361391,0.00298945,0.000007640221,0.00005696054,0.03133969],"genre_scores_gemma":[0.9775892,0.004012876,0.001122782,0.004721791,0.00004802538,0.0007829883,0.000005400907,0.00001437835,0.01170253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05315183,"threshold_uncertainty_score":0.5066845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816943692785546,"score_gpt":0.3580681616295157,"score_spread":0.3398987247016602,"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."}}