{"id":"W6923260661","doi":"10.1371/journal.pone.0284579.s002","title":"Predictors of MoCA improvement 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; Montreal Cognitive Assessment; Rating scale","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":[0.00005966757,0.0001062403,0.0002376302,0.0001700647,0.00002057024,0.000002835051,0.00007714949,0.00004987215,0.01093008],"category_scores_gemma":[0.000525962,0.00009304624,0.00006260842,0.0004456945,0.000008513929,0.00002987492,0.00006229415,0.0001276934,0.0004184465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008618397,"about_ca_system_score_gemma":0.00006586204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001103685,"about_ca_topic_score_gemma":0.00001828141,"domain_scores_codex":[0.9991564,0.00001408803,0.0002028022,0.0001730234,0.000199087,0.0002546145],"domain_scores_gemma":[0.9995325,0.00007714558,0.00006549124,0.0001962223,0.00007921226,0.00004940085],"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":[0.0002766954,0.0001364396,0.022851,0.0009888838,0.0003625467,0.0001647731,0.001952474,0.00002499204,0.07141083,0.000008029866,0.8928351,0.008988194],"study_design_scores_gemma":[0.005666976,0.002631687,0.7097501,0.004440024,0.00007045579,0.00001381707,0.001168552,0.0004631815,0.2035121,0.0001577075,0.07165328,0.0004721728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373886,0.001261774,2.849187e-7,0.001598772,0.0001550204,0.001953696,0.04418214,0.0004453798,0.01301436],"genre_scores_gemma":[0.9828904,0.00005592069,0.000013638,0.0004294427,0.0001102598,0.0002683475,0.01421275,0.00003539623,0.001983876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8211819,"threshold_uncertainty_score":0.9899741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738440607375379,"score_gpt":0.2851373512464878,"score_spread":0.2577529451727339,"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."}}