{"id":"W2743770861","doi":"10.1007/s40675-017-0085-0","title":"Sleep and Cardiovascular Dysfunctions in Bipolar Disorder","year":2017,"lang":"en","type":"article","venue":"Current Sleep Medicine Reports","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Ottawa","funders":"","keywords":"Medicine; Bipolar disorder; Sleep debt; Circadian rhythm; Sleep (system call); Population; Sleep disorder; Diabetes mellitus; Psychiatry; Psychology; Insomnia; Mood; Internal medicine; Endocrinology","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":[0.0008150167,0.0002806481,0.0005335324,0.0003028,0.000414904,0.00002972425,0.0001878027,0.0002064342,0.0007428206],"category_scores_gemma":[0.0004656143,0.0002225416,0.0001788401,0.000170303,0.000504958,0.0001490072,0.0001077153,0.0005422292,0.00005462423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002809856,"about_ca_system_score_gemma":0.00001759384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138387,"about_ca_topic_score_gemma":0.0001151186,"domain_scores_codex":[0.9977155,0.00009961442,0.0006056997,0.0007332243,0.0003847091,0.0004612431],"domain_scores_gemma":[0.9976125,0.00005525963,0.0002951202,0.001751323,0.00006971279,0.0002160764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001621568,0.0002537186,0.4214007,0.00002953609,0.000737439,0.0006098525,0.001033914,0.00002684746,0.000005918341,0.0003792437,0.003215663,0.572291],"study_design_scores_gemma":[0.003485479,0.0001199943,0.3901078,0.0001815735,0.0008770901,0.0006846208,0.001064164,0.0001544464,0.000002534129,0.0009245496,0.6019778,0.0004199336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5064276,0.4362201,0.002133938,0.001986713,0.02084473,0.0009135492,0.000003534111,0.0001669792,0.03130291],"genre_scores_gemma":[0.9965148,0.002472835,0.00001250867,0.00005106897,0.0004939559,0.00009562833,0.00002868758,0.00004008452,0.000290416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5987622,"threshold_uncertainty_score":0.9074982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410691248912956,"score_gpt":0.3141184191586556,"score_spread":0.2900115066695261,"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."}}