{"id":"W2072515177","doi":"10.1016/s0165-0327(00)00165-8","title":"Immune–inflammatory markers in patients with seasonal affective disorder: effects of light therapy","year":2001,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Light therapy; Immune system; Internal medicine; Medicine; Major depressive disorder; Pathophysiology; Depression (economics); Gastroenterology; Immunology; Circadian rhythm","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":[0.0003918553,0.0003542852,0.001297745,0.0002385288,0.0006066978,0.0003169698,0.0002051088,0.0004752256,0.001513824],"category_scores_gemma":[0.001027037,0.0001555519,0.0004498226,0.0002555723,0.0002184704,0.0002769938,0.0001706767,0.0006715638,0.000146123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104146,"about_ca_system_score_gemma":0.0003010537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485421,"about_ca_topic_score_gemma":0.002848455,"domain_scores_codex":[0.9998139,0.00007696024,0.00002230643,0.00002306311,0.00002526785,0.00003853603],"domain_scores_gemma":[0.9996148,0.0001124478,0.0000509679,0.00002104783,0.00003895911,0.0001616827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3333072,0.02239617,0.2470502,0.001099105,0.002157247,0.002282354,0.001291789,0.0009361718,0.1022835,0.0002890967,0.002458403,0.2844487],"study_design_scores_gemma":[0.01208731,0.03738902,0.9399428,0.00005302842,0.001226851,0.001138729,0.0005441582,0.001097587,0.003825171,0.0001601527,0.002497054,0.00003813484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948305,0.003049645,0.0001237684,0.0002226285,0.00008257286,0.00007468835,0.00007704613,0.00001642548,0.001522794],"genre_scores_gemma":[0.9981151,0.000743043,0.0001894089,0.0001861591,0.00009763819,0.0000541236,0.0001016635,0.00000289817,0.0005100028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001513824,"threshold_uncertainty_score":0.005064309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00283987149096957,"score_gpt":0.2016130791899287,"score_spread":0.1987732076989591,"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."}}