{"id":"W2903706626","doi":"10.3389/fpsyt.2018.00709","title":"Staging, Neurocognition and Social Functioning in Bipolar Disorder","year":2018,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Centro de Investigación Biomédica en Red de Salud Mental; Instituto de Salud Carlos III; Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana; Ministerio de Economía y Competitividad","keywords":"Neurocognitive; Psychology; Verbal memory; Verbal fluency test; Bipolar disorder; Neuropsychology; Executive functions; Cognition; Visual memory; Working memory; Verbal learning; Effects of sleep deprivation on cognitive performance; Audiology; Clinical psychology; Developmental psychology; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003147265,0.000275491,0.0001602427,0.0004475235,0.0003945085,0.0002917609,0.0001212183,0.0002073832,0.001023461],"category_scores_gemma":[0.0006542263,0.0001191942,0.0001494738,0.000285911,0.0001982522,0.0001870706,0.0002252462,0.0002135332,0.0001495986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003131295,"about_ca_system_score_gemma":0.0001570659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005061807,"about_ca_topic_score_gemma":0.009142494,"domain_scores_codex":[0.9998873,0.00003361035,0.00001531658,0.00001812029,0.00002579503,0.00001990652],"domain_scores_gemma":[0.9997316,0.00002287159,0.0001418801,0.00001113104,0.00003129982,0.00006117568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001333432,0.00004589462,0.996052,0.000009633128,0.00001933924,0.00009883135,0.000236448,0.00001746315,0.0006664673,0.00000885859,0.00007659503,0.002635185],"study_design_scores_gemma":[0.000003368011,0.00007505307,0.9995714,0.000003631887,0.000004886096,0.0001502536,0.00009955061,0.00002122923,0.00002251184,0.000008329017,0.00003895154,9.439331e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995971,0.000141195,0.00001211107,0.00001090635,0.000002076858,0.000004851277,0.00004440873,7.845364e-7,0.0001866131],"genre_scores_gemma":[0.9996685,0.00007608274,0.00004062044,0.000007227057,0.000002894885,0.000005079262,0.0001090918,3.13596e-7,0.00009037126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005061807,"threshold_uncertainty_score":0.01006466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007069250772927707,"score_gpt":0.2449340356962615,"score_spread":0.2378647849233338,"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."}}