{"id":"W2746779919","doi":"10.1111/bdi.12529","title":"Total sleep time and kynurenine metabolism associated with mood symptom severity in bipolar disorder","year":2017,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Military and Veteran Health Research","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; Joint Institute for Food Safety and Applied Nutrition, University of Maryland; National Institutes of Health; Georgia Clinical and Translational Science Alliance; University of Pennsylvania; Pennsylvania State University; U.S. Department of Veterans Affairs","keywords":"Neopterin; Bipolar disorder; Internal medicine; Actigraphy; Kynurenine; Mood; Major depressive disorder; Mania; Depression (economics); Sleep disorder; Body mass index; Medicine; Psychology; Psychiatry; Circadian rhythm; Insomnia","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"],"consensus_categories":[],"category_scores_codex":[0.0002709314,0.000454799,0.0004932428,0.0002345873,0.000772004,0.000308348,0.0006575636,0.0002165917,0.0001569127],"category_scores_gemma":[0.001258726,0.0004011965,0.0001088786,0.0003766827,0.0006934684,0.0008062958,0.0002776985,0.0004342975,0.00006980347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003821464,"about_ca_system_score_gemma":0.00006200742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007120601,"about_ca_topic_score_gemma":0.004301099,"domain_scores_codex":[0.9973286,0.00022395,0.0003197979,0.0008764716,0.0004813176,0.0007697999],"domain_scores_gemma":[0.9985142,0.0001996614,0.0002777235,0.0007723856,0.00003263342,0.0002033453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006369732,0.002832,0.6202939,0.00009184783,0.000260426,0.00006319641,0.002781163,0.0003077242,0.07407665,0.002595479,0.000466868,0.2955937],"study_design_scores_gemma":[0.004265137,0.0001468565,0.9641745,0.00004774835,0.00004238858,0.00001394543,0.00008193106,0.003182057,0.002164428,0.0006335462,0.02446416,0.0007832731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906528,0.006196609,0.0000475474,0.001139283,0.0001663018,0.0005538281,0.0001230283,0.0001827915,0.000937793],"genre_scores_gemma":[0.9973322,0.001447074,0.00007016695,0.0002328574,0.0000355412,0.0000350751,0.00002220277,0.00007560202,0.0007492795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3438806,"threshold_uncertainty_score":0.999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007985676682380035,"score_gpt":0.220831285524456,"score_spread":0.2128456088420759,"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."}}