{"id":"W3106971172","doi":"10.1016/j.jad.2020.11.119","title":"Norms for the Screen for Cognitive Impairment in Psychiatry and cognitive trajectories in bipolar disorder","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Bipolar disorder; Cognitive impairment; Cognition; Psychiatry; Psychology; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003061311,0.0002225556,0.0004554386,0.0001725096,0.00009533467,0.00002004834,0.00006554458,0.00008298443,0.000008832605],"category_scores_gemma":[0.0004466642,0.0001433749,0.0002267656,0.0003382682,0.0001336741,0.000149857,0.00002099944,0.0002967971,6.031348e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005461832,"about_ca_system_score_gemma":0.0001940802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002328566,"about_ca_topic_score_gemma":0.006730183,"domain_scores_codex":[0.9988923,0.000066503,0.0003572795,0.0002251559,0.0001835232,0.0002752415],"domain_scores_gemma":[0.9984998,0.0009504716,0.0001884336,0.00005271893,0.0001873135,0.0001213239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005061772,0.0009848616,0.8766342,0.0001764908,0.0006024627,0.000002470088,0.003933839,0.0000116863,0.00002037056,0.00009992423,0.00006353192,0.1124084],"study_design_scores_gemma":[0.02347445,0.006988425,0.9469108,0.0003103304,0.0006378005,0.00001799376,0.01947664,0.0003477258,0.00008131667,0.0008820073,0.0007002992,0.0001722125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9073401,0.06440483,0.01396069,0.009660724,0.0002162417,0.004168939,0.0001763355,0.00001075674,0.00006135541],"genre_scores_gemma":[0.9972346,0.001679586,0.0002872072,0.0004536309,0.0001133249,0.0001757624,0.00001848694,0.00003216158,0.000005183839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1122362,"threshold_uncertainty_score":0.584666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066305912142757,"score_gpt":0.2800887981864751,"score_spread":0.2694257390650476,"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."}}