{"id":"W6904724649","doi":"10.1371/journal.pone.0284579.s001","title":"Predictors of MOCA deterioration in ECT (outliers removed).","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Cognitive Assessment System; Cognitive impairment; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033233,0.0005384699,0.0008677887,0.0008571444,0.00045779,0.000837445,0.0009772219,0.0008980429,0.03630419],"category_scores_gemma":[0.01039924,0.0002351564,0.001356073,0.001677883,0.0001902723,0.001072439,0.0007010698,0.002627603,0.00430006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004641183,"about_ca_system_score_gemma":0.001315183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0204387,"about_ca_topic_score_gemma":0.02452081,"domain_scores_codex":[0.9992031,0.0001213814,0.0001194713,0.0001800939,0.0001207408,0.0002551827],"domain_scores_gemma":[0.9958041,0.001614174,0.001085079,0.0003729163,0.0007357953,0.00038791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005194501,0.0001382136,0.6979095,0.000801679,0.001053087,0.0008039023,0.0001799646,0.001024441,0.0003238585,0.0006913298,0.2493906,0.04248895],"study_design_scores_gemma":[0.000215737,0.0001404977,0.9884552,0.0003148339,0.0003586277,0.0006445161,0.0002769479,0.00182837,0.0001455942,0.0006772254,0.006899413,0.00004319278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.506726,0.006527564,0.002947082,0.004403268,0.001854531,0.0003577846,0.4572338,0.001163761,0.01878619],"genre_scores_gemma":[0.924592,0.0008302318,0.0009925881,0.0005172899,0.0004957139,0.0003625786,0.06446203,0.0002866581,0.007461018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03630419,"threshold_uncertainty_score":0.1214496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523291170172665,"score_gpt":0.2958711585636552,"score_spread":0.2606382468619285,"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."}}