{"id":"W2090995803","doi":"10.1111/php.12418","title":"Light Treatment Improves Sleep Quality and Negative Affectiveness in High Arctic Residents During Winter","year":2015,"lang":"en","type":"article","venue":"Photochemistry and Photobiology","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces; Defence Research and Development Canada","funders":"","keywords":"Melatonin; Mood; Sleep (system call); Feeling; Circadian rhythm; Affect (linguistics); Sleep quality; Light therapy; Saliva; Psychology; Medicine; Actigraphy; The arctic; photoperiodism; Clinical psychology; Insomnia; Internal medicine; Psychiatry; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001254898,0.0001778757,0.0002288219,0.0001342115,0.0005332596,0.0001545638,0.00009082396,0.0001161695,0.0008604979],"category_scores_gemma":[0.0002417697,0.0000646793,0.0001243238,0.00007686156,0.0001327634,0.00004430646,0.00009481177,0.0001540996,0.00009949398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188301,"about_ca_system_score_gemma":0.0002993719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02776767,"about_ca_topic_score_gemma":0.08384977,"domain_scores_codex":[0.9999467,0.0000205329,0.000002659634,0.000005713093,0.000009997639,0.00001436349],"domain_scores_gemma":[0.9999298,0.000008104826,0.00001151984,0.000003703356,0.00001392979,0.00003284399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04674602,0.01324285,0.2966153,0.0004665696,0.0005468948,0.0007965671,0.003558952,0.0007769552,0.3979502,0.00008823599,0.003181712,0.2360298],"study_design_scores_gemma":[0.0002850719,0.01174019,0.9751917,0.00002214316,0.0001402132,0.000207627,0.001400232,0.0005456118,0.008686861,0.00003611001,0.001732649,0.00001151785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993249,0.0001721473,0.00005538715,0.00002593924,0.00001185406,0.000007554655,0.00001619703,0.000006278704,0.0003796588],"genre_scores_gemma":[0.9987714,0.0002172502,0.0001791071,0.00004298563,0.00001416863,0.000008817012,0.00004084557,0.000002196583,0.0007233122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02776767,"threshold_uncertainty_score":0.05521208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159100571248817,"score_gpt":0.2928115606150773,"score_spread":0.2612205549025891,"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."}}