{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004696566,0.00008001213,0.00018408,0.0001589224,0.00001935682,0.00000333964,0.00005016052,0.00004945118,0.006128477],"category_scores_gemma":[0.0006324283,0.00007240513,0.00004247233,0.0004369016,0.000006891972,0.00004508371,0.00002984916,0.00009210479,0.0003895174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005662019,"about_ca_system_score_gemma":0.0000523536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005057339,"about_ca_topic_score_gemma":0.00002529834,"domain_scores_codex":[0.9993739,0.00002140882,0.0001644521,0.0001300127,0.0001435391,0.0001667188],"domain_scores_gemma":[0.9996278,0.00006641597,0.00005808256,0.0001389959,0.00007618616,0.00003252994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005067547,0.0001127104,0.07049417,0.001140934,0.0002767089,0.0002220843,0.004242325,0.00005126712,0.1580368,0.000007482197,0.756412,0.00849674],"study_design_scores_gemma":[0.001866127,0.0007066422,0.9296945,0.002149862,0.00002702665,0.00001221931,0.0003680684,0.0004466704,0.04896494,0.00007786482,0.01549055,0.0001955101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785112,0.0005594119,3.943558e-7,0.0006635209,0.00007426615,0.0008135989,0.01517715,0.0002584182,0.003941994],"genre_scores_gemma":[0.985449,0.00002680492,0.00001519918,0.0001621281,0.00007351524,0.0001152493,0.01357262,0.00002093737,0.0005646134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8592004,"threshold_uncertainty_score":0.9947801,"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."}}