{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001281186,0.0003920177,0.000375539,0.001017633,0.0006339587,0.0005968206,0.0004074935,0.0005003723,0.0031751],"category_scores_gemma":[0.004430205,0.0003123691,0.0008968355,0.001380424,0.0002640205,0.0003637064,0.0005318573,0.0006865106,0.0003876566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004310261,"about_ca_system_score_gemma":0.0005503532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006397225,"about_ca_topic_score_gemma":0.006592317,"domain_scores_codex":[0.9991441,0.0004422207,0.00005911664,0.0001420051,0.0001000516,0.0001126045],"domain_scores_gemma":[0.9953879,0.001609377,0.00178644,0.0002500896,0.0003750379,0.0005911546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001705806,0.00003393173,0.9987531,0.00001040341,0.00007351389,0.00007900582,0.0001206982,0.00003526387,0.0001010845,0.00001187476,0.00006353759,0.0005470333],"study_design_scores_gemma":[0.00000589545,0.0001965526,0.9990438,0.000007015143,0.00003583604,0.0001655732,0.0003028389,0.00008680345,0.00002569199,0.00001680121,0.0001103111,0.000002918031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987464,0.000118884,0.0001100549,0.00002678508,0.000002582511,0.00001545506,0.0006700385,0.000003800864,0.0003059438],"genre_scores_gemma":[0.999204,0.0000468808,0.0001347844,0.00001280394,0.000003616466,0.00001976286,0.0004405474,0.000002605802,0.0001350866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006397225,"threshold_uncertainty_score":0.01271999,"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."}}