{"id":"W4381598269","doi":"10.1186/s40345-023-00303-w","title":"Exploratory study of ultraviolet B (UVB) radiation and age of onset of bipolar disorder","year":2023,"lang":"en","type":"article","venue":"International Journal of Bipolar Disorders","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders; University of Toronto; Ottawa Hospital; University of Ottawa; Dalhousie University","funders":"European Regional Development Fund; Instituto de Salud Carlos III; College of Engineering, Michigan State University; National Medical Research Council; Barwon Health Foundation; Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz; The Wellcome Trust DBT India Alliance; Medical Research Council; Medical Research Council Canada; National Health and Medical Research Council; Universidade de São Paulo; Goethe-Universität Frankfurt am Main; National and Kapodistrian University of Athens; Westfälische Wilhelms-Universität Münster; Norges Forskningsråd; Universität zu Köln; Dalhousie University; European Commission; Ministerio de Ciencia e Innovación; Technische Universität Dresden; Generalitat de Catalunya; Agence Nationale de la Recherche; Chosun University; Universitetet i Oslo; University of Melbourne; Università degli Studi di Cagliari; Institut National de la Santé et de la Recherche Médicale; Bahir Dar University; Centres de Recerca de Catalunya; Deutsche Forschungsgemeinschaft; Department of Science and Innovation, South Africa; Wellcome Trust; Deakin University; Department of Biotechnology, Ministry of Science and Technology, India; Hacettepe Üniversitesi; Fondation FondaMental; Michigan State University","keywords":"Neurology; Bipolar disorder; Ultraviolet b; Ultraviolet radiation; Ultraviolet B radiation; Psychology; Psychopharmacology; Medicine; Psychiatry; Dermatology; Lithium (medication); Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007165908,0.0001284017,0.0004491698,0.0009054919,0.00003278122,0.000008052141,0.0002501119,0.00005324038,0.00002728031],"category_scores_gemma":[0.0008447255,0.0001065748,0.0001381355,0.000385379,0.0002365254,0.0001762818,0.0001035683,0.0002314989,0.00000198665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004110597,"about_ca_system_score_gemma":0.0001159241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001358148,"about_ca_topic_score_gemma":0.0001962266,"domain_scores_codex":[0.997738,0.0001320199,0.0007422087,0.0001298792,0.001109671,0.0001482356],"domain_scores_gemma":[0.9982813,0.0002618303,0.0005703453,0.0001488829,0.0006554967,0.00008214325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003752533,0.001509078,0.917422,0.0001528187,0.001582302,0.00006371257,0.009061543,0.0001280675,0.01779311,0.00003211123,0.0005982872,0.0512817],"study_design_scores_gemma":[0.004430543,0.001838508,0.9708918,0.0002510713,0.0001418268,0.00002454266,0.01614644,0.0000860781,0.001832255,0.0002021638,0.004057896,0.00009685718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989634,0.009059565,0.0001083647,0.0006030776,0.0002403669,0.000252555,0.00006876611,0.000008127608,0.00002522824],"genre_scores_gemma":[0.9878306,0.01193356,0.00006950591,0.00001777727,0.00005901755,0.000005221783,0.00002296181,0.00001837424,0.00004300202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0534698,"threshold_uncertainty_score":0.4345992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898059327981697,"score_gpt":0.3224994238503927,"score_spread":0.3035188305705757,"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."}}