{"id":"W4394537695","doi":"10.6084/m9.figshare.21670039","title":"Cognitive impairment in bipolar disorder in comparison to mild cognitive impairment and dementia: a systematic review","year":2022,"lang":"en","type":"review","venue":"Figshare","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Cognitive impairment; Dementia; Psychology; Cognition; Clinical psychology; Bipolar disorder; Psychiatry; Medicine; Disease; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000332814,0.0008271396,0.004393517,0.0006220465,0.0000941119,0.00003945539,0.0001869233,0.0002165086,0.02769528],"category_scores_gemma":[0.0006479371,0.000660598,0.0004942448,0.001084773,0.00001241733,0.0000668506,0.0004535867,0.0008159445,0.0007213463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005899021,"about_ca_system_score_gemma":0.0003727874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009934069,"about_ca_topic_score_gemma":0.0005563386,"domain_scores_codex":[0.9957399,0.0006476837,0.001519464,0.0009045992,0.000584195,0.000604112],"domain_scores_gemma":[0.9982297,0.0005127144,0.0004927824,0.0003799979,0.00008342168,0.0003013331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003315397,0.001481184,0.0006428483,0.933731,0.001069056,0.0001314747,0.0004102181,9.045631e-8,1.253626e-9,5.110141e-7,0.00251446,0.05998603],"study_design_scores_gemma":[0.001708598,0.0006884069,0.0009099616,0.7441829,0.005682867,0.00008805979,0.0003652742,0.000004646153,7.157672e-8,6.636604e-7,0.2459351,0.0004335345],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003803989,0.9071996,4.517569e-7,0.00004695369,0.00003097543,0.02049903,0.07205801,0.00004089906,0.0001202486],"genre_scores_gemma":[0.0001711095,0.8419943,0.000008450919,0.0003546978,0.00001912015,0.02128996,0.1360305,0.00008781811,0.00004402801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2434206,"threshold_uncertainty_score":0.9995845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07184853542673603,"score_gpt":0.3642379832687316,"score_spread":0.2923894478419956,"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."}}