{"id":"W4200476890","doi":"10.1038/s41537-021-00194-9","title":"Validation of an ecological momentary assessment to measure processing speed and executive function in schizophrenia","year":2021,"lang":"en","type":"article","venue":"Schizophrenia","topic":"Sleep and related disorders","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; University of Ottawa; Royal Ottawa Mental Health Centre","funders":"National Institute of Mental Health; U.S. Department of Health and Human Services","keywords":"Cognition; Schizophrenia (object-oriented programming); Mood; Psychology; Reliability (semiconductor); Effects of sleep deprivation on cognitive performance; Affect (linguistics); Cognitive test; Test (biology); Clinical psychology; Psychiatry; Communication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005004243,0.0006175793,0.000409869,0.000776033,0.00043453,0.0007216783,0.0003741841,0.0004399117,0.000653666],"category_scores_gemma":[0.01247216,0.0002467071,0.0008374729,0.0003592673,0.0003071293,0.0004514816,0.0008288263,0.000573813,0.0002329508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004130276,"about_ca_system_score_gemma":0.0009487478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004035808,"about_ca_topic_score_gemma":0.008447739,"domain_scores_codex":[0.9981372,0.0007639984,0.0003076623,0.0001992222,0.0004866635,0.0001051891],"domain_scores_gemma":[0.9959893,0.001111393,0.0009990376,0.0005615241,0.001036682,0.0003021273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001159693,0.001055644,0.9360049,0.0001282389,0.0003191549,0.000144002,0.0009152744,0.001352128,0.006947908,0.0001518495,0.0004152345,0.051406],"study_design_scores_gemma":[0.00007389405,0.001645435,0.9941201,0.00003319925,0.00005395995,0.0001633691,0.0001823229,0.002251931,0.0008596682,0.0001645562,0.0004303361,0.00002132033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961966,0.0001259812,0.002289921,0.00004169531,0.00002434974,0.0002717084,0.0002966055,0.00002366779,0.0007295266],"genre_scores_gemma":[0.9945746,0.0001084913,0.004148603,0.00004650792,0.00001181478,0.0003837127,0.0004523708,0.000008051509,0.0002658291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005004243,"threshold_uncertainty_score":0.0264653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927635466049603,"score_gpt":0.2989015869898847,"score_spread":0.2796252323293886,"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."}}