{"id":"W2891385757","doi":"10.1016/j.jpsychires.2018.09.003","title":"Predictors of cognitive performance in bipolar disorder: The role of educational degree and inflammatory markers","year":2018,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Cognition; Effects of sleep deprivation on cognitive performance; Bipolar disorder; Psychology; Verbal memory; Montreal Cognitive Assessment; Verbal learning; Clinical psychology; Internal medicine; Cognitive test; Medicine; Audiology; Psychiatry; Cognitive impairment","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":[],"consensus_categories":[],"category_scores_codex":[0.001217532,0.00007085498,0.0001885494,0.0005457897,0.00007367375,0.000005632414,0.0001185328,0.00005262041,0.00008929821],"category_scores_gemma":[0.0002517388,0.00004347642,0.00006396486,0.0005515377,0.0003987227,0.00007095662,0.00003790904,0.0003688619,0.000003093303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003553529,"about_ca_system_score_gemma":0.0005773422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000836355,"about_ca_topic_score_gemma":0.0001339321,"domain_scores_codex":[0.9985582,0.000151863,0.0004184805,0.00008713671,0.0006128389,0.0001714833],"domain_scores_gemma":[0.998623,0.0003933263,0.0001959145,0.0001203708,0.0005828005,0.00008455226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000798983,0.0003680514,0.9702764,0.00009753219,0.0001337484,4.54856e-7,0.0007655667,3.04386e-7,0.00006854765,0.0001485907,0.0001123553,0.02722951],"study_design_scores_gemma":[0.001652652,0.001864922,0.9922183,0.0001831803,0.00006870757,0.00004855136,0.00151642,0.00004288882,0.0002307745,0.0004676267,0.001673739,0.00003229787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468632,0.04856042,0.000002563953,0.0007831285,0.00009443585,0.0002467272,0.00000500823,7.473333e-7,0.003443793],"genre_scores_gemma":[0.994068,0.005500477,0.0001315852,0.000005459297,0.0002172018,0.000005157041,0.000001329605,0.000008215093,0.00006252652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04720487,"threshold_uncertainty_score":0.1772917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948447597419675,"score_gpt":0.3274716127526296,"score_spread":0.3079871367784329,"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."}}